Overview
Brought to you by YData
Dataset statistics
| Number of variables | 53 |
|---|---|
| Number of observations | 40000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 16.2 MiB |
| Average record size in memory | 424.0 B |
Variable types
| Text | 1 |
|---|---|
| DateTime | 6 |
| Numeric | 23 |
| Categorical | 22 |
| Boolean | 1 |
Check_Point has constant value "0.0" | Constant |
Accident_Type is highly overall correlated with Collision_Type and 1 other fields | High correlation |
Annual_Mileage is highly overall correlated with Low_Mileage_Discount | High correlation |
Auto_Year is highly overall correlated with Vehicle_Cost | High correlation |
Collision_Type is highly overall correlated with Accident_Type | High correlation |
Injury_Claim is highly overall correlated with Total_Claim | High correlation |
Low_Mileage_Discount is highly overall correlated with Annual_Mileage | High correlation |
Num_of_Vehicles_Involved is highly overall correlated with Accident_Type | High correlation |
Policy_BI_High is highly overall correlated with Policy_BI_Low | High correlation |
Policy_BI_Low is highly overall correlated with Policy_BI_High | High correlation |
Property_Claim is highly overall correlated with Total_Claim | High correlation |
Total_Claim is highly overall correlated with Injury_Claim and 2 other fields | High correlation |
Vehicle_Claim is highly overall correlated with Total_Claim | High correlation |
Vehicle_Cost is highly overall correlated with Auto_Year | High correlation |
Garage_Location is highly imbalanced (94.7%) | Imbalance |
Commute_Discount is highly imbalanced (86.1%) | Imbalance |
Vehicle_Registration is uniformly distributed | Uniform |
Claim_ID has unique values | Unique |
Vehicle_Registration has unique values | Unique |
Reproduction
| Analysis started | 2025-07-25 09:49:42.976529 |
|---|---|
| Analysis finished | 2025-07-25 09:50:29.260013 |
| Duration | 46.28 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Claim_ID
Text
Unique 
| Distinct | 40000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 40000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | AA00000001 |
|---|---|
| 2nd row | AA00000002 |
| 3rd row | AA00000003 |
| 4th row | AA00000004 |
| 5th row | AA00000005 |
| Value | Count | Frequency (%) |
| aa00039985 | 1 | < 0.1% |
| aa00039986 | 1 | < 0.1% |
| aa00039987 | 1 | < 0.1% |
| aa00039988 | 1 | < 0.1% |
| aa00039989 | 1 | < 0.1% |
| aa00039990 | 1 | < 0.1% |
| aa00039991 | 1 | < 0.1% |
| aa00039992 | 1 | < 0.1% |
| aa00039993 | 1 | < 0.1% |
| aa00039994 | 1 | < 0.1% |
| Other values (39990) | 39990 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 145999 | |
| A | 80000 | |
| 3 | 26000 | 6.5% |
| 2 | 26000 | 6.5% |
| 1 | 26000 | 6.5% |
| 4 | 16001 | 4.0% |
| 8 | 16000 | 4.0% |
| 9 | 16000 | 4.0% |
| 7 | 16000 | 4.0% |
| 6 | 16000 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 400000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 145999 | |
| A | 80000 | |
| 3 | 26000 | 6.5% |
| 2 | 26000 | 6.5% |
| 1 | 26000 | 6.5% |
| 4 | 16001 | 4.0% |
| 8 | 16000 | 4.0% |
| 9 | 16000 | 4.0% |
| 7 | 16000 | 4.0% |
| 6 | 16000 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 400000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 145999 | |
| A | 80000 | |
| 3 | 26000 | 6.5% |
| 2 | 26000 | 6.5% |
| 1 | 26000 | 6.5% |
| 4 | 16001 | 4.0% |
| 8 | 16000 | 4.0% |
| 9 | 16000 | 4.0% |
| 7 | 16000 | 4.0% |
| 6 | 16000 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 400000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 145999 | |
| A | 80000 | |
| 3 | 26000 | 6.5% |
| 2 | 26000 | 6.5% |
| 1 | 26000 | 6.5% |
| 4 | 16001 | 4.0% |
| 8 | 16000 | 4.0% |
| 9 | 16000 | 4.0% |
| 7 | 16000 | 4.0% |
| 6 | 16000 | 4.0% |
Bind_Date1
Date
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| Minimum | 2022-01-01 00:00:00 |
|---|---|
| Maximum | 2023-01-01 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Customer_Life_Value1
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.1884716 × 10-16 |
| Minimum | -1.601757 |
|---|---|
| Maximum | 1.6021442 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 18423 |
| Negative (%) | 46.1% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -1.601757 |
|---|---|
| 5-th percentile | -1.601757 |
| Q1 | -0.80078174 |
| median | 0.00019356903 |
| Q3 | 0.80116888 |
| 95-th percentile | 1.6021442 |
| Maximum | 1.6021442 |
| Range | 3.2039012 |
| Interquartile range (IQR) | 1.6019506 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | -4.5694561 × 1015 |
| Kurtosis | -1.2173609 |
| Mean | -2.1884716 × 10-16 |
| Median Absolute Deviation (MAD) | 0.80097531 |
| Skewness | 0.00046700601 |
| Sum | -8.7538865 × 10-12 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.5337899688 | 3148 | 7.9% |
| 0.0001935690325 | 3121 | 7.8% |
| 0.8011688757 | 3113 | 7.8% |
| -1.067773507 | 3108 | 7.8% |
| -1.601757044 | 3107 | 7.8% |
| -0.8007817377 | 3102 | 7.8% |
| 1.602144182 | 3090 | 7.7% |
| 1.335152414 | 3075 | 7.7% |
| 0.5341771068 | 3074 | 7.7% |
| 1.068160645 | 3065 | 7.7% |
| Other values (3) | 8997 |
| Value | Count | Frequency (%) |
| -1.601757044 | 3107 | |
| -1.334765275 | 3024 | |
| -1.067773507 | 3108 | |
| -0.8007817377 | 3102 | |
| -0.5337899688 | 3148 | |
| -0.2667981999 | 2934 | |
| 0.0001935690325 | 3121 | |
| 0.2671853379 | 3039 | |
| 0.5341771068 | 3074 | |
| 0.8011688757 | 3113 |
| Value | Count | Frequency (%) |
| 1.602144182 | 3090 | |
| 1.335152414 | 3075 | |
| 1.068160645 | 3065 | |
| 0.8011688757 | 3113 | |
| 0.5341771068 | 3074 | |
| 0.2671853379 | 3039 | |
| 0.0001935690325 | 3121 | |
| -0.2667981999 | 2934 | |
| -0.5337899688 | 3148 | |
| -0.8007817377 | 3102 |
Age_Insured
Real number (ℝ)
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4478197 × 10-16 |
| Minimum | -2.1834358 |
|---|---|
| Maximum | 2.7427556 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 20278 |
| Negative (%) | 50.7% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -2.1834358 |
|---|---|
| 5-th percentile | -1.4171394 |
| Q1 | -0.76031385 |
| median | -0.10348833 |
| Q3 | 0.55333718 |
| 95-th percentile | 1.9764591 |
| Maximum | 2.7427556 |
| Range | 4.9261914 |
| Interquartile range (IQR) | 1.313651 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | 4.0853192 × 1015 |
| Kurtosis | -0.25047864 |
| Mean | 2.4478197 × 10-16 |
| Median Absolute Deviation (MAD) | 0.65682552 |
| Skewness | 0.48571181 |
| Sum | 9.9049657 × 10-12 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4438662626 | 1972 | 4.9% |
| 0.005982585735 | 1955 | 4.9% |
| 0.2249244241 | 1785 | 4.5% |
| -0.5413720103 | 1751 | 4.4% |
| -0.8697847679 | 1712 | 4.3% |
| -0.9792556871 | 1687 | 4.2% |
| -0.1034883335 | 1679 | 4.2% |
| -0.2129592527 | 1661 | 4.2% |
| 0.1154535049 | 1585 | 4.0% |
| -0.6508429295 | 1542 | 3.9% |
| Other values (36) | 22671 |
| Value | Count | Frequency (%) |
| -2.183435798 | 37 | 0.1% |
| -2.073964879 | 37 | 0.1% |
| -1.96449396 | 240 | 0.6% |
| -1.855023041 | 40 | 0.1% |
| -1.745552122 | 256 | 0.6% |
| -1.636081202 | 403 | 1.0% |
| -1.526610283 | 628 | |
| -1.417139364 | 1014 | |
| -1.307668445 | 907 | |
| -1.198197526 | 1206 |
| Value | Count | Frequency (%) |
| 2.742755566 | 96 | 0.2% |
| 2.633284647 | 69 | 0.2% |
| 2.523813727 | 160 | 0.4% |
| 2.414342808 | 432 | |
| 2.304871889 | 357 | |
| 2.19540097 | 200 | 0.5% |
| 2.085930051 | 287 | |
| 1.976459131 | 623 | |
| 1.866988212 | 313 | |
| 1.757517293 | 588 |
Policy_Num
Real number (ℝ)
| Distinct | 1000 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.5011104 × 10-16 |
| Minimum | -1.6859792 |
|---|---|
| Maximum | 1.7282638 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 20074 |
| Negative (%) | 50.2% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -1.6859792 |
|---|---|
| 5-th percentile | -1.4950263 |
| Q1 | -0.89678524 |
| median | -0.015259597 |
| Q3 | 0.88247901 |
| 95-th percentile | 1.549921 |
| Maximum | 1.7282638 |
| Range | 3.414243 |
| Interquartile range (IQR) | 1.7792643 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | -3.9982741 × 1015 |
| Kurtosis | -1.2910867 |
| Mean | -2.5011104 × 10-16 |
| Median Absolute Deviation (MAD) | 0.891788 |
| Skewness | 0.052351151 |
| Sum | -1.0587087 × 10-11 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.044942227 | 61 | 0.2% |
| 0.9501075357 | 59 | 0.1% |
| -0.01525959687 | 59 | 0.1% |
| -0.8212480696 | 58 | 0.1% |
| -0.7519556306 | 57 | 0.1% |
| -1.231281825 | 56 | 0.1% |
| 0.5823538571 | 56 | 0.1% |
| 1.717427231 | 56 | 0.1% |
| 1.164719135 | 55 | 0.1% |
| 0.9076063777 | 55 | 0.1% |
| Other values (990) | 39428 |
| Value | Count | Frequency (%) |
| -1.685979241 | 50 | |
| -1.681412077 | 46 | |
| -1.676517176 | 31 | |
| -1.675872433 | 46 | |
| -1.671665276 | 44 | |
| -1.661200883 | 39 | |
| -1.649865821 | 29 | |
| -1.649774742 | 40 | |
| -1.647055306 | 33 | |
| -1.644180366 | 43 |
| Value | Count | Frequency (%) |
| 1.728263785 | 46 | |
| 1.727598079 | 39 | |
| 1.723188995 | 30 | |
| 1.722342441 | 52 | |
| 1.718921952 | 39 | |
| 1.717427231 | 56 | |
| 1.711476464 | 38 | |
| 1.710475291 | 39 | |
| 1.69695811 | 41 | |
| 1.693607776 | 45 |
Policy_State
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 1.1831008835068917 | |
|---|---|
| -1.2329932268865154 | |
| -0.0249461716898119 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.64685 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.1831008835068917 |
|---|---|
| 2nd row | -1.2329932268865154 |
| 3rd row | 1.1831008835068917 |
| 4th row | -1.2329932268865154 |
| 5th row | 1.1831008835068917 |
Common Values
| Value | Count | Frequency (%) |
| 1.1831008835068917 | 14126 | |
| -1.2329932268865154 | 13300 | |
| -0.0249461716898119 | 12574 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.1831008835068917 | 14126 | |
| 1.2329932268865154 | 13300 | |
| 0.0249461716898119 | 12574 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 133400 | |
| 8 | 108252 | |
| 9 | 78448 | |
| 0 | 67526 | |
| 6 | 65874 | |
| 2 | 65774 | |
| 3 | 54852 | |
| 5 | 40726 | 5.5% |
| . | 40000 | 5.4% |
| 4 | 38448 | 5.2% |
| Other values (2) | 52574 | 7.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 745874 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 133400 | |
| 8 | 108252 | |
| 9 | 78448 | |
| 0 | 67526 | |
| 6 | 65874 | |
| 2 | 65774 | |
| 3 | 54852 | |
| 5 | 40726 | 5.5% |
| . | 40000 | 5.4% |
| 4 | 38448 | 5.2% |
| Other values (2) | 52574 | 7.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 745874 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 133400 | |
| 8 | 108252 | |
| 9 | 78448 | |
| 0 | 67526 | |
| 6 | 65874 | |
| 2 | 65774 | |
| 3 | 54852 | |
| 5 | 40726 | 5.5% |
| . | 40000 | 5.4% |
| 4 | 38448 | 5.2% |
| Other values (2) | 52574 | 7.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 745874 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 133400 | |
| 8 | 108252 | |
| 9 | 78448 | |
| 0 | 67526 | |
| 6 | 65874 | |
| 2 | 65774 | |
| 3 | 54852 | |
| 5 | 40726 | 5.5% |
| . | 40000 | 5.4% |
| 4 | 38448 | 5.2% |
| Other values (2) | 52574 | 7.0% |
| Distinct | 112 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| Minimum | 2023-07-01 00:00:00 |
|---|---|
| Maximum | 2023-11-30 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
| Distinct | 113 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| Minimum | 2024-01-01 00:00:00 |
|---|---|
| Maximum | 2024-05-30 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Policy_Ded
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| -0.2211881611379859 | |
|---|---|
| -1.0394186656713662 | |
| 1.4152728479287748 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.693825 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.2211881611379859 |
|---|---|
| 2nd row | -1.0394186656713662 |
| 3rd row | -1.0394186656713662 |
| 4th row | -0.2211881611379859 |
| 5th row | -0.2211881611379859 |
Common Values
| Value | Count | Frequency (%) |
| -0.2211881611379859 | 14072 | |
| -1.0394186656713662 | 13681 | |
| 1.4152728479287748 | 12247 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.2211881611379859 | 14072 | |
| 1.0394186656713662 | 13681 | |
| 1.4152728479287748 | 12247 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 135897 | |
| 8 | 92638 | |
| 6 | 82477 | |
| 2 | 78566 | |
| 7 | 76741 | |
| 9 | 54072 | 7.2% |
| 4 | 50422 | 6.7% |
| 3 | 41434 | 5.5% |
| . | 40000 | 5.3% |
| 5 | 40000 | 5.3% |
| Other values (2) | 55506 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 747753 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 135897 | |
| 8 | 92638 | |
| 6 | 82477 | |
| 2 | 78566 | |
| 7 | 76741 | |
| 9 | 54072 | 7.2% |
| 4 | 50422 | 6.7% |
| 3 | 41434 | 5.5% |
| . | 40000 | 5.3% |
| 5 | 40000 | 5.3% |
| Other values (2) | 55506 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 747753 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 135897 | |
| 8 | 92638 | |
| 6 | 82477 | |
| 2 | 78566 | |
| 7 | 76741 | |
| 9 | 54072 | 7.2% |
| 4 | 50422 | 6.7% |
| 3 | 41434 | 5.5% |
| . | 40000 | 5.3% |
| 5 | 40000 | 5.3% |
| Other values (2) | 55506 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 747753 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 135897 | |
| 8 | 92638 | |
| 6 | 82477 | |
| 2 | 78566 | |
| 7 | 76741 | |
| 9 | 54072 | 7.2% |
| 4 | 50422 | 6.7% |
| 3 | 41434 | 5.5% |
| . | 40000 | 5.3% |
| 5 | 40000 | 5.3% |
| Other values (2) | 55506 |
Policy_Premium
Real number (ℝ)
| Distinct | 991 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.907985 × 10-16 |
| Minimum | -3.3483967 |
|---|---|
| Maximum | 3.2221613 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 19765 |
| Negative (%) | 49.4% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -3.3483967 |
|---|---|
| 5-th percentile | -1.6645045 |
| Q1 | -0.69096487 |
| median | 0.012427475 |
| Q3 | 0.66156243 |
| 95-th percentile | 1.6274091 |
| Maximum | 3.2221613 |
| Range | 6.570558 |
| Interquartile range (IQR) | 1.3525273 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | 2.5588954 × 1015 |
| Kurtosis | 0.038683109 |
| Mean | 3.907985 × 10-16 |
| Median Absolute Deviation (MAD) | 0.66883532 |
| Skewness | -0.0096481834 |
| Sum | 1.5418777 × 10-11 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4813285722 | 96 | 0.2% |
| -0.7403785843 | 93 | 0.2% |
| 1.09281305 | 87 | 0.2% |
| 1.230552748 | 85 | 0.2% |
| -0.7413554616 | 83 | 0.2% |
| 0.1029107333 | 72 | 0.2% |
| 0.4351304172 | 72 | 0.2% |
| 0.5420170736 | 70 | 0.2% |
| -0.1652827851 | 67 | 0.2% |
| -1.019602675 | 61 | 0.2% |
| Other values (981) | 39214 |
| Value | Count | Frequency (%) |
| -3.34839672 | 39 | |
| -3.139426387 | 36 | |
| -2.921664159 | 42 | |
| -2.807939361 | 50 | |
| -2.600352938 | 49 | |
| -2.567912471 | 43 | |
| -2.451582668 | 41 | |
| -2.405995061 | 39 | |
| -2.380962581 | 40 | |
| -2.377258588 | 49 |
| Value | Count | Frequency (%) |
| 3.222161316 | 39 | |
| 2.904839011 | 45 | |
| 2.767343532 | 43 | |
| 2.734862363 | 29 | |
| 2.714388643 | 42 | |
| 2.608845193 | 40 | |
| 2.533666345 | 41 | |
| 2.482339584 | 39 | |
| 2.470983386 | 45 | |
| 2.464430167 | 44 |
Umbrella_Limit
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7022828 × 10-17 |
| Minimum | -0.47963309 |
|---|---|
| Maximum | 3.9013779 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 32002 |
| Negative (%) | 80.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -0.47963309 |
|---|---|
| 5-th percentile | -0.47963309 |
| Q1 | -0.47963309 |
| median | -0.47963309 |
| Q3 | -0.47963309 |
| 95-th percentile | 2.1489735 |
| Maximum | 3.9013779 |
| Range | 4.381011 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | 3.7006211 × 1016 |
| Kurtosis | 1.7558994 |
| Mean | 2.7022828 × 10-17 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.8032284 |
| Sum | 2.8510527 × 10-13 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.4796330874 | 31960 | |
| 2.14897353 | 2224 | 5.6% |
| 1.710872427 | 1877 | 4.7% |
| 1.272771324 | 1588 | 4.0% |
| 2.587074633 | 1183 | 3.0% |
| 0.8346702212 | 443 | 1.1% |
| 3.025175735 | 321 | 0.8% |
| 3.463276838 | 177 | 0.4% |
| 0.3965691183 | 119 | 0.3% |
| 3.901377941 | 66 | 0.2% |
| Value | Count | Frequency (%) |
| -0.4796330874 | 31960 | |
| -0.04153198455 | 42 | 0.1% |
| 0.3965691183 | 119 | 0.3% |
| 0.8346702212 | 443 | 1.1% |
| 1.272771324 | 1588 | 4.0% |
| 1.710872427 | 1877 | 4.7% |
| 2.14897353 | 2224 | 5.6% |
| 2.587074633 | 1183 | 3.0% |
| 3.025175735 | 321 | 0.8% |
| 3.463276838 | 177 | 0.4% |
| Value | Count | Frequency (%) |
| 3.901377941 | 66 | 0.2% |
| 3.463276838 | 177 | 0.4% |
| 3.025175735 | 321 | 0.8% |
| 2.587074633 | 1183 | |
| 2.14897353 | 2224 | |
| 1.710872427 | 1877 | |
| 1.272771324 | 1588 | |
| 0.8346702212 | 443 | 1.1% |
| 0.3965691183 | 119 | 0.3% |
| -0.04153198455 | 42 | 0.1% |
Insured_Zip
Real number (ℝ)
| Distinct | 995 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.5063506 × 10-16 |
| Minimum | -0.99442167 |
|---|---|
| Maximum | 1.6670296 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 28196 |
| Negative (%) | 70.5% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -0.99442167 |
|---|---|
| 5-th percentile | -0.95020313 |
| Q1 | -0.73878804 |
| median | -0.48691946 |
| Q3 | 1.4200556 |
| 95-th percentile | 1.6182421 |
| Maximum | 1.6670296 |
| Range | 2.6614513 |
| Interquartile range (IQR) | 2.1588436 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | -6.6386438 × 1015 |
| Kurtosis | -1.2001256 |
| Mean | -1.5063506 × 10-16 |
| Median Absolute Deviation (MAD) | 0.305946 |
| Skewness | 0.80953764 |
| Sum | -5.7251981 × 10-12 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.3307810236 | 92 | 0.2% |
| -0.7602767694 | 84 | 0.2% |
| -0.9791104297 | 80 | 0.2% |
| -0.6249158862 | 71 | 0.2% |
| -0.4460476416 | 69 | 0.2% |
| -0.8303347768 | 61 | 0.2% |
| 1.384510639 | 59 | 0.1% |
| -0.3367353965 | 59 | 0.1% |
| -0.9298718103 | 58 | 0.1% |
| 1.647618617 | 57 | 0.1% |
| Other values (985) | 39310 |
| Value | Count | Frequency (%) |
| -0.9944216742 | 40 | |
| -0.9939057215 | 47 | |
| -0.9926367568 | 40 | |
| -0.9905729461 | 43 | |
| -0.9879652933 | 43 | |
| -0.9872122813 | 39 | |
| -0.98705889 | 49 | |
| -0.9865987159 | 37 | |
| -0.9859154273 | 54 | |
| -0.9842699565 | 40 |
| Value | Count | Frequency (%) |
| 1.667029593 | 46 | |
| 1.665732739 | 37 | |
| 1.665035506 | 48 | |
| 1.664170937 | 42 | |
| 1.663892043 | 38 | |
| 1.66068477 | 54 | |
| 1.660489545 | 28 | |
| 1.660210651 | 46 | |
| 1.658607015 | 34 | |
| 1.65650137 | 34 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.0807 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | female |
|---|---|
| 2nd row | male |
| 3rd row | female |
| 4th row | male |
| 5th row | male |
Common Values
| Value | Count | Frequency (%) |
| female | 21614 | |
| male | 18386 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 21614 | |
| male | 18386 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 61614 | |
| a | 40000 | |
| m | 40000 | |
| l | 40000 | |
| f | 21614 | 10.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 203228 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 61614 | |
| a | 40000 | |
| m | 40000 | |
| l | 40000 | |
| f | 21614 | 10.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 203228 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 61614 | |
| a | 40000 | |
| m | 40000 | |
| l | 40000 | |
| f | 21614 | 10.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 203228 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 61614 | |
| a | 40000 | |
| m | 40000 | |
| l | 40000 | |
| f | 21614 | 10.6% |
Education
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| jd | |
|---|---|
| high school | |
| associate | |
| masters | |
| md | |
| Other values (2) |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 5.91825 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | high school |
|---|---|
| 2nd row | associate |
| 3rd row | masters |
| 4th row | phd |
| 5th row | md |
Common Values
| Value | Count | Frequency (%) |
| jd | 6443 | |
| high school | 6405 | |
| associate | 5801 | |
| masters | 5721 | |
| md | 5713 | |
| college | 4989 | |
| phd | 4928 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| jd | 6443 | |
| high | 6405 | |
| school | 6405 | |
| associate | 5801 | |
| masters | 5721 | |
| md | 5713 | |
| college | 4989 | |
| phd | 4928 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 29449 | |
| h | 24143 | |
| o | 23600 | |
| e | 21500 | |
| a | 17323 | 7.3% |
| c | 17195 | 7.3% |
| d | 17084 | 7.2% |
| l | 16383 | 6.9% |
| i | 12206 | 5.2% |
| t | 11522 | 4.9% |
| Other values (6) | 46325 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 236730 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| s | 29449 | |
| h | 24143 | |
| o | 23600 | |
| e | 21500 | |
| a | 17323 | 7.3% |
| c | 17195 | 7.3% |
| d | 17084 | 7.2% |
| l | 16383 | 6.9% |
| i | 12206 | 5.2% |
| t | 11522 | 4.9% |
| Other values (6) | 46325 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 236730 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| s | 29449 | |
| h | 24143 | |
| o | 23600 | |
| e | 21500 | |
| a | 17323 | 7.3% |
| c | 17195 | 7.3% |
| d | 17084 | 7.2% |
| l | 16383 | 6.9% |
| i | 12206 | 5.2% |
| t | 11522 | 4.9% |
| Other values (6) | 46325 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 236730 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| s | 29449 | |
| h | 24143 | |
| o | 23600 | |
| e | 21500 | |
| a | 17323 | 7.3% |
| c | 17195 | 7.3% |
| d | 17084 | 7.2% |
| l | 16383 | 6.9% |
| i | 12206 | 5.2% |
| t | 11522 | 4.9% |
| Other values (6) | 46325 |
Occupation
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| machine-op-inspct | |
|---|---|
| prof-specialty | |
| craft-repair | |
| sales | |
| tech-support | |
| Other values (9) |
Length
| Max length | 17 |
|---|---|
| Median length | 16 |
| Mean length | 13.533475 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | adm-clerical |
|---|---|
| 2nd row | protective-serv |
| 3rd row | priv-house-serv |
| 4th row | tech-support |
| 5th row | exec-managerial |
Common Values
| Value | Count | Frequency (%) |
| machine-op-inspct | 3763 | 9.4% |
| prof-specialty | 3391 | 8.5% |
| craft-repair | 3080 | 7.7% |
| sales | 3010 | 7.5% |
| tech-support | 2988 | 7.5% |
| exec-managerial | 2970 | 7.4% |
| priv-house-serv | 2869 | 7.2% |
| other-service | 2864 | 7.2% |
| transport-moving | 2859 | 7.1% |
| armed-forces | 2761 | 6.9% |
| Other values (4) | 9445 |
Length
| Value | Count | Frequency (%) |
| machine-op-inspct | 3763 | 9.4% |
| prof-specialty | 3391 | 8.5% |
| craft-repair | 3080 | 7.7% |
| sales | 3010 | 7.5% |
| tech-support | 2988 | 7.5% |
| exec-managerial | 2970 | 7.4% |
| priv-house-serv | 2869 | 7.2% |
| other-service | 2864 | 7.2% |
| transport-moving | 2859 | 7.1% |
| armed-forces | 2761 | 6.9% |
| Other values (4) | 9445 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 61708 | |
| r | 55460 | |
| - | 43622 | 8.1% |
| a | 42455 | 7.8% |
| s | 39436 | 7.3% |
| i | 37185 | 6.9% |
| c | 35408 | 6.5% |
| p | 31651 | 5.8% |
| t | 29910 | 5.5% |
| o | 26913 | 5.0% |
| Other values (11) | 137591 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 541339 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 61708 | |
| r | 55460 | |
| - | 43622 | 8.1% |
| a | 42455 | 7.8% |
| s | 39436 | 7.3% |
| i | 37185 | 6.9% |
| c | 35408 | 6.5% |
| p | 31651 | 5.8% |
| t | 29910 | 5.5% |
| o | 26913 | 5.0% |
| Other values (11) | 137591 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 541339 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 61708 | |
| r | 55460 | |
| - | 43622 | 8.1% |
| a | 42455 | 7.8% |
| s | 39436 | 7.3% |
| i | 37185 | 6.9% |
| c | 35408 | 6.5% |
| p | 31651 | 5.8% |
| t | 29910 | 5.5% |
| o | 26913 | 5.0% |
| Other values (11) | 137591 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 541339 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 61708 | |
| r | 55460 | |
| - | 43622 | 8.1% |
| a | 42455 | 7.8% |
| s | 39436 | 7.3% |
| i | 37185 | 6.9% |
| c | 35408 | 6.5% |
| p | 31651 | 5.8% |
| t | 29910 | 5.5% |
| o | 26913 | 5.0% |
| Other values (11) | 137591 |
Hobbies
Categorical
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| reading | 2619 |
|---|---|
| exercise | 2282 |
| bungie-jumping | 2263 |
| paintball | 2252 |
| movies | 2237 |
| Other values (15) |
Length
| Max length | 14 |
|---|---|
| Median length | 11 |
| Mean length | 8.110075 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | polo |
|---|---|
| 2nd row | movies |
| 3rd row | board-games |
| 4th row | reading |
| 5th row | camping |
Common Values
| Value | Count | Frequency (%) |
| reading | 2619 | 6.5% |
| exercise | 2282 | 5.7% |
| bungie-jumping | 2263 | 5.7% |
| paintball | 2252 | 5.6% |
| movies | 2237 | 5.6% |
| camping | 2207 | 5.5% |
| kayaking | 2196 | 5.5% |
| golf | 2141 | 5.4% |
| yachting | 2106 | 5.3% |
| hiking | 2054 | 5.1% |
| Other values (10) | 17643 |
Length
| Value | Count | Frequency (%) |
| reading | 2619 | 6.5% |
| exercise | 2282 | 5.7% |
| bungie-jumping | 2263 | 5.7% |
| paintball | 2252 | 5.6% |
| movies | 2237 | 5.6% |
| camping | 2207 | 5.5% |
| kayaking | 2196 | 5.5% |
| golf | 2141 | 5.4% |
| yachting | 2106 | 5.3% |
| hiking | 2054 | 5.1% |
| Other values (10) | 17643 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 37129 | 11.4% |
| g | 28980 | 8.9% |
| e | 28269 | 8.7% |
| a | 27900 | 8.6% |
| n | 26778 | 8.3% |
| s | 21843 | 6.7% |
| o | 13577 | 4.2% |
| l | 12828 | 4.0% |
| m | 12580 | 3.9% |
| p | 12193 | 3.8% |
| Other values (14) | 102326 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 324403 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 37129 | 11.4% |
| g | 28980 | 8.9% |
| e | 28269 | 8.7% |
| a | 27900 | 8.6% |
| n | 26778 | 8.3% |
| s | 21843 | 6.7% |
| o | 13577 | 4.2% |
| l | 12828 | 4.0% |
| m | 12580 | 3.9% |
| p | 12193 | 3.8% |
| Other values (14) | 102326 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 324403 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 37129 | 11.4% |
| g | 28980 | 8.9% |
| e | 28269 | 8.7% |
| a | 27900 | 8.6% |
| n | 26778 | 8.3% |
| s | 21843 | 6.7% |
| o | 13577 | 4.2% |
| l | 12828 | 4.0% |
| m | 12580 | 3.9% |
| p | 12193 | 3.8% |
| Other values (14) | 102326 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 324403 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 37129 | 11.4% |
| g | 28980 | 8.9% |
| e | 28269 | 8.7% |
| a | 27900 | 8.6% |
| n | 26778 | 8.3% |
| s | 21843 | 6.7% |
| o | 13577 | 4.2% |
| l | 12828 | 4.0% |
| m | 12580 | 3.9% |
| p | 12193 | 3.8% |
| Other values (14) | 102326 |
Insured_Relationship
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| own-child | |
|---|---|
| other-relative | |
| not-in-family | |
| husband | |
| wife |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 9.469525 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | other-relative |
|---|---|
| 2nd row | husband |
| 3rd row | other-relative |
| 4th row | own-child |
| 5th row | husband |
Common Values
| Value | Count | Frequency (%) |
| own-child | 7343 | |
| other-relative | 7053 | |
| not-in-family | 6978 | |
| husband | 6758 | |
| wife | 6176 | |
| unmarried | 5692 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| own-child | 7343 | |
| other-relative | 7053 | |
| not-in-family | 6978 | |
| husband | 6758 | |
| wife | 6176 | |
| unmarried | 5692 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 40220 | 10.6% |
| n | 33749 | 8.9% |
| e | 33027 | 8.7% |
| - | 28352 | 7.5% |
| a | 26481 | 7.0% |
| r | 25490 | 6.7% |
| l | 21374 | 5.6% |
| o | 21374 | 5.6% |
| h | 21154 | 5.6% |
| t | 21084 | 5.6% |
| Other values (10) | 106476 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 378781 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 40220 | 10.6% |
| n | 33749 | 8.9% |
| e | 33027 | 8.7% |
| - | 28352 | 7.5% |
| a | 26481 | 7.0% |
| r | 25490 | 6.7% |
| l | 21374 | 5.6% |
| o | 21374 | 5.6% |
| h | 21154 | 5.6% |
| t | 21084 | 5.6% |
| Other values (10) | 106476 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 378781 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 40220 | 10.6% |
| n | 33749 | 8.9% |
| e | 33027 | 8.7% |
| - | 28352 | 7.5% |
| a | 26481 | 7.0% |
| r | 25490 | 6.7% |
| l | 21374 | 5.6% |
| o | 21374 | 5.6% |
| h | 21154 | 5.6% |
| t | 21084 | 5.6% |
| Other values (10) | 106476 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 378781 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 40220 | 10.6% |
| n | 33749 | 8.9% |
| e | 33027 | 8.7% |
| - | 28352 | 7.5% |
| a | 26481 | 7.0% |
| r | 25490 | 6.7% |
| l | 21374 | 5.6% |
| o | 21374 | 5.6% |
| h | 21154 | 5.6% |
| t | 21084 | 5.6% |
| Other values (10) | 106476 |
Capital_Gains
Real number (ℝ)
| Distinct | 338 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5916157 × 10-16 |
| Minimum | -0.90469909 |
|---|---|
| Maximum | 2.7157281 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 21240 |
| Negative (%) | 53.1% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -0.90469909 |
|---|---|
| 5-th percentile | -0.90469909 |
| Q1 | -0.90469909 |
| median | -0.90469909 |
| Q3 | 0.92532778 |
| 95-th percentile | 1.638606 |
| Maximum | 2.7157281 |
| Range | 3.6204272 |
| Interquartile range (IQR) | 1.8300269 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | 6.2830021 × 1015 |
| Kurtosis | -1.2805004 |
| Mean | 1.5916157 × 10-16 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.47275984 |
| Sum | 1.3848478 × 10-11 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.9046990932 | 20249 | |
| 0.763219103 | 206 | 0.5% |
| 1.562955258 | 183 | 0.5% |
| 0.6803635555 | 140 | 0.4% |
| 0.7343997821 | 140 | 0.4% |
| 0.9505446888 | 138 | 0.3% |
| 0.7776287635 | 133 | 0.3% |
| 1.242340313 | 131 | 0.3% |
| 0.4245920826 | 129 | 0.3% |
| 1.202713747 | 127 | 0.3% |
| Other values (328) | 18424 |
| Value | Count | Frequency (%) |
| -0.9046990932 | 20249 | |
| -0.8758797724 | 41 | 0.1% |
| -0.5444575822 | 46 | 0.1% |
| -0.5084334311 | 36 | 0.1% |
| -0.4688068648 | 46 | 0.1% |
| -0.4435899591 | 43 | 0.1% |
| -0.4327827137 | 33 | 0.1% |
| -0.3967585626 | 47 | 0.1% |
| -0.3247102604 | 48 | 0.1% |
| -0.2814812791 | 40 | 0.1% |
| Value | Count | Frequency (%) |
| 2.715728093 | 33 | |
| 2.654487036 | 45 | |
| 2.510390432 | 44 | |
| 2.405920394 | 29 | |
| 2.362691412 | 39 | |
| 2.294245525 | 36 | |
| 2.279835865 | 34 | |
| 2.258221374 | 35 | |
| 2.153751336 | 36 | |
| 2.117727185 | 45 |
Capital_Loss
Real number (ℝ)
| Distinct | 354 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1832315 × 10-16 |
| Minimum | -3.0028522 |
|---|---|
| Maximum | 0.95250361 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 19716 |
| Negative (%) | 49.3% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -3.0028522 |
|---|---|
| 5-th percentile | -1.6143834 |
| Q1 | -0.88098715 |
| median | 0.15502414 |
| Q3 | 0.95250361 |
| 95-th percentile | 0.95250361 |
| Maximum | 0.95250361 |
| Range | 3.9553558 |
| Interquartile range (IQR) | 1.8334908 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | 3.1415011 × 1015 |
| Kurtosis | -1.3114989 |
| Mean | 3.1832315 × 10-16 |
| Median Absolute Deviation (MAD) | 0.79747947 |
| Skewness | -0.39283306 |
| Sum | 3.9719339 × 10-12 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9525036105 | 19043 | |
| -0.1760722535 | 217 | 0.5% |
| -0.9593110234 | 191 | 0.5% |
| -0.8382650317 | 181 | 0.5% |
| -0.7991030932 | 176 | 0.4% |
| -0.215234192 | 174 | 0.4% |
| -0.9628711997 | 169 | 0.4% |
| -1.233444593 | 161 | 0.4% |
| -0.8631862653 | 153 | 0.4% |
| -1.126639306 | 151 | 0.4% |
| Other values (344) | 19384 |
| Value | Count | Frequency (%) |
| -3.002852178 | 44 | |
| -2.379821338 | 45 | |
| -2.301497461 | 29 | |
| -2.294377109 | 42 | |
| -2.273016051 | 48 | |
| -2.258775346 | 30 | |
| -2.25521517 | 34 | |
| -2.230293937 | 37 | |
| -2.191131998 | 41 | |
| -2.155530236 | 36 |
| Value | Count | Frequency (%) |
| 0.9525036105 | 19043 | |
| 0.7495735655 | 26 | 0.1% |
| 0.7282125082 | 36 | 0.1% |
| 0.6498886312 | 48 | 0.1% |
| 0.5751249304 | 42 | 0.1% |
| 0.521722287 | 29 | 0.1% |
| 0.4825603485 | 38 | 0.1% |
| 0.4611992912 | 48 | 0.1% |
| 0.3971161191 | 36 | 0.1% |
| 0.3935559428 | 76 | 0.2% |
Garage_Location
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| False | |
|---|---|
| True | 242 |
| Value | Count | Frequency (%) |
| False | 39758 | |
| True | 242 | 0.6% |
Accident_Date
Date
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| Minimum | 2024-01-01 00:00:00 |
|---|---|
| Maximum | 2024-03-01 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Accident_Type
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| multi-vehicle collision | |
|---|---|
| single vehicle collision | |
| vehicle theft | |
| parked car |
Length
| Max length | 24 |
|---|---|
| Median length | 23 |
| Mean length | 21.382275 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | single vehicle collision |
|---|---|
| 2nd row | multi-vehicle collision |
| 3rd row | multi-vehicle collision |
| 4th row | single vehicle collision |
| 5th row | multi-vehicle collision |
Common Values
| Value | Count | Frequency (%) |
| multi-vehicle collision | 16817 | |
| single vehicle collision | 16110 | |
| vehicle theft | 3710 | 9.3% |
| parked car | 3363 | 8.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| collision | 32927 | |
| vehicle | 19820 | |
| multi-vehicle | 16817 | |
| single | 16110 | |
| theft | 3710 | 3.9% |
| parked | 3363 | 3.5% |
| car | 3363 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 135418 | |
| i | 135418 | |
| e | 96457 | |
| c | 72927 | |
| o | 65854 | |
| 56110 | ||
| s | 49037 | 5.7% |
| n | 49037 | 5.7% |
| h | 40347 | 4.7% |
| v | 36637 | 4.3% |
| Other values (11) | 118049 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 855291 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 135418 | |
| i | 135418 | |
| e | 96457 | |
| c | 72927 | |
| o | 65854 | |
| 56110 | ||
| s | 49037 | 5.7% |
| n | 49037 | 5.7% |
| h | 40347 | 4.7% |
| v | 36637 | 4.3% |
| Other values (11) | 118049 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 855291 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 135418 | |
| i | 135418 | |
| e | 96457 | |
| c | 72927 | |
| o | 65854 | |
| 56110 | ||
| s | 49037 | 5.7% |
| n | 49037 | 5.7% |
| h | 40347 | 4.7% |
| v | 36637 | 4.3% |
| Other values (11) | 118049 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 855291 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 135418 | |
| i | 135418 | |
| e | 96457 | |
| c | 72927 | |
| o | 65854 | |
| 56110 | ||
| s | 49037 | 5.7% |
| n | 49037 | 5.7% |
| h | 40347 | 4.7% |
| v | 36637 | 4.3% |
| Other values (11) | 118049 |
Collision_Type
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| rear collision | |
|---|---|
| side collision | |
| front collision | |
| unknown |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 13.016025 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | rear collision |
|---|---|
| 2nd row | side collision |
| 3rd row | rear collision |
| 4th row | rear collision |
| 5th row | side collision |
Common Values
| Value | Count | Frequency (%) |
| rear collision | 11728 | |
| side collision | 11047 | |
| front collision | 10152 | |
| unknown | 7073 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| collision | 32927 | |
| rear | 11728 | 16.1% |
| side | 11047 | 15.1% |
| front | 10152 | 13.9% |
| unknown | 7073 | 9.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 83079 | |
| i | 76901 | |
| l | 65854 | |
| n | 64298 | |
| s | 43974 | |
| r | 33608 | |
| 32927 | 6.3% | |
| c | 32927 | 6.3% |
| e | 22775 | 4.4% |
| a | 11728 | 2.3% |
| Other values (6) | 52570 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 520641 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 83079 | |
| i | 76901 | |
| l | 65854 | |
| n | 64298 | |
| s | 43974 | |
| r | 33608 | |
| 32927 | 6.3% | |
| c | 32927 | 6.3% |
| e | 22775 | 4.4% |
| a | 11728 | 2.3% |
| Other values (6) | 52570 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 520641 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 83079 | |
| i | 76901 | |
| l | 65854 | |
| n | 64298 | |
| s | 43974 | |
| r | 33608 | |
| 32927 | 6.3% | |
| c | 32927 | 6.3% |
| e | 22775 | 4.4% |
| a | 11728 | 2.3% |
| Other values (6) | 52570 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 520641 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 83079 | |
| i | 76901 | |
| l | 65854 | |
| n | 64298 | |
| s | 43974 | |
| r | 33608 | |
| 32927 | 6.3% | |
| c | 32927 | 6.3% |
| e | 22775 | 4.4% |
| a | 11728 | 2.3% |
| Other values (6) | 52570 |
Accident_Severity
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| minor damage | |
|---|---|
| total loss | |
| major damage | |
| trivial damage |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 11.6176 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | total loss |
|---|---|
| 2nd row | major damage |
| 3rd row | total loss |
| 4th row | major damage |
| 5th row | total loss |
Common Values
| Value | Count | Frequency (%) |
| minor damage | 14222 | |
| total loss | 11187 | |
| major damage | 11052 | |
| trivial damage | 3539 | 8.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| damage | 28813 | |
| minor | 14222 | |
| total | 11187 | 14.0% |
| loss | 11187 | 14.0% |
| major | 11052 | 13.8% |
| trivial | 3539 | 4.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 83404 | |
| m | 54087 | |
| o | 47648 | |
| 40000 | ||
| r | 28813 | 6.2% |
| g | 28813 | 6.2% |
| d | 28813 | 6.2% |
| e | 28813 | 6.2% |
| t | 25913 | 5.6% |
| l | 25913 | 5.6% |
| Other values (5) | 72487 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 464704 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 83404 | |
| m | 54087 | |
| o | 47648 | |
| 40000 | ||
| r | 28813 | 6.2% |
| g | 28813 | 6.2% |
| d | 28813 | 6.2% |
| e | 28813 | 6.2% |
| t | 25913 | 5.6% |
| l | 25913 | 5.6% |
| Other values (5) | 72487 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 464704 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 83404 | |
| m | 54087 | |
| o | 47648 | |
| 40000 | ||
| r | 28813 | 6.2% |
| g | 28813 | 6.2% |
| d | 28813 | 6.2% |
| e | 28813 | 6.2% |
| t | 25913 | 5.6% |
| l | 25913 | 5.6% |
| Other values (5) | 72487 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 464704 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 83404 | |
| m | 54087 | |
| o | 47648 | |
| 40000 | ||
| r | 28813 | 6.2% |
| g | 28813 | 6.2% |
| d | 28813 | 6.2% |
| e | 28813 | 6.2% |
| t | 25913 | 5.6% |
| l | 25913 | 5.6% |
| Other values (5) | 72487 |
authorities_contacted
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| police | |
|---|---|
| fire | |
| other | |
| ambulance | |
| unknown |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.04785 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ambulance |
|---|---|
| 2nd row | other |
| 3rd row | police |
| 4th row | ambulance |
| 5th row | other |
Common Values
| Value | Count | Frequency (%) |
| police | 11491 | |
| fire | 8801 | |
| other | 8102 | |
| ambulance | 8006 | |
| unknown | 3600 | 9.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| police | 11491 | |
| fire | 8801 | |
| other | 8102 | |
| ambulance | 8006 | |
| unknown | 3600 | 9.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 36400 | |
| o | 23193 | |
| i | 20292 | |
| c | 19497 | |
| l | 19497 | |
| n | 18806 | 7.8% |
| r | 16903 | 7.0% |
| a | 16012 | 6.6% |
| u | 11606 | 4.8% |
| p | 11491 | 4.8% |
| Other values (7) | 48217 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 241914 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 36400 | |
| o | 23193 | |
| i | 20292 | |
| c | 19497 | |
| l | 19497 | |
| n | 18806 | 7.8% |
| r | 16903 | 7.0% |
| a | 16012 | 6.6% |
| u | 11606 | 4.8% |
| p | 11491 | 4.8% |
| Other values (7) | 48217 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 241914 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 36400 | |
| o | 23193 | |
| i | 20292 | |
| c | 19497 | |
| l | 19497 | |
| n | 18806 | 7.8% |
| r | 16903 | 7.0% |
| a | 16012 | 6.6% |
| u | 11606 | 4.8% |
| p | 11491 | 4.8% |
| Other values (7) | 48217 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 241914 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 36400 | |
| o | 23193 | |
| i | 20292 | |
| c | 19497 | |
| l | 19497 | |
| n | 18806 | 7.8% |
| r | 16903 | 7.0% |
| a | 16012 | 6.6% |
| u | 11606 | 4.8% |
| p | 11491 | 4.8% |
| Other values (7) | 48217 |
Acccident_State
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.5579538 × 10-17 |
| Minimum | -1.5063043 |
|---|---|
| Maximum | 1.2771345 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 16969 |
| Negative (%) | 42.4% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -1.5063043 |
|---|---|
| 5-th percentile | -1.5063043 |
| Q1 | -1.0423979 |
| median | 0.34932158 |
| Q3 | 0.81322806 |
| 95-th percentile | 1.2771345 |
| Maximum | 1.2771345 |
| Range | 2.7834389 |
| Interquartile range (IQR) | 1.8556259 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | -3.9094235 × 1016 |
| Kurtosis | -1.4920915 |
| Mean | -2.5579538 × 10-17 |
| Median Absolute Deviation (MAD) | 0.92781296 |
| Skewness | -0.15088727 |
| Sum | -1.0231815 × 10-12 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.042397863 | 10493 | |
| 0.3493215802 | 9913 | |
| 1.277134542 | 8736 | |
| 0.8132280613 | 4382 | |
| -1.506304344 | 4375 | |
| -0.1145849008 | 1207 | 3.0% |
| -0.5784913819 | 894 | 2.2% |
| Value | Count | Frequency (%) |
| -1.506304344 | 4375 | |
| -1.042397863 | 10493 | |
| -0.5784913819 | 894 | 2.2% |
| -0.1145849008 | 1207 | 3.0% |
| 0.3493215802 | 9913 | |
| 0.8132280613 | 4382 | |
| 1.277134542 | 8736 |
| Value | Count | Frequency (%) |
| 1.277134542 | 8736 | |
| 0.8132280613 | 4382 | |
| 0.3493215802 | 9913 | |
| -0.1145849008 | 1207 | 3.0% |
| -0.5784913819 | 894 | 2.2% |
| -1.042397863 | 10493 | |
| -1.506304344 | 4375 |
Acccident_City
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.094947 × 10-17 |
| Minimum | -1.4785942 |
|---|---|
| Maximum | 1.4713423 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 23194 |
| Negative (%) | 58.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -1.4785942 |
|---|---|
| 5-th percentile | -1.4785942 |
| Q1 | -0.98693811 |
| median | -0.0036259635 |
| Q3 | 0.97968618 |
| 95-th percentile | 1.4713423 |
| Maximum | 1.4713423 |
| Range | 2.9499364 |
| Interquartile range (IQR) | 1.9666243 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | -1.0995254 × 1016 |
| Kurtosis | -1.2832769 |
| Mean | -9.094947 × 10-17 |
| Median Absolute Deviation (MAD) | 0.98331214 |
| Skewness | 0.023995321 |
| Sum | -3.6379788 × 10-12 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.471342251 | 6343 | |
| -0.9869381067 | 5953 | |
| -0.003625963528 | 5928 | |
| -1.478594178 | 5767 | |
| 0.9796861796 | 5556 | |
| -0.4952820351 | 5546 | |
| 0.488030108 | 4907 |
| Value | Count | Frequency (%) |
| -1.478594178 | 5767 | |
| -0.9869381067 | 5953 | |
| -0.4952820351 | 5546 | |
| -0.003625963528 | 5928 | |
| 0.488030108 | 4907 | |
| 0.9796861796 | 5556 | |
| 1.471342251 | 6343 |
| Value | Count | Frequency (%) |
| 1.471342251 | 6343 | |
| 0.9796861796 | 5556 | |
| 0.488030108 | 4907 | |
| -0.003625963528 | 5928 | |
| -0.4952820351 | 5546 | |
| -0.9869381067 | 5953 | |
| -1.478594178 | 5767 |
Accident_Location
Real number (ℝ)
| Distinct | 1000 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9790393 × 10-17 |
| Minimum | -1.7211443 |
|---|---|
| Maximum | 1.7414284 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 20047 |
| Negative (%) | 50.1% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -1.7211443 |
|---|---|
| 5-th percentile | -1.5547744 |
| Q1 | -0.86503272 |
| median | -0.0054551118 |
| Q3 | 0.86105458 |
| 95-th percentile | 1.5646604 |
| Maximum | 1.7414284 |
| Range | 3.4625727 |
| Interquartile range (IQR) | 1.7260873 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | 2.5132009 × 1016 |
| Kurtosis | -1.1965714 |
| Mean | 3.9790393 × 10-17 |
| Median Absolute Deviation (MAD) | 0.86304365 |
| Skewness | 0.010409536 |
| Sum | 2.0250468 × 10-12 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3654110354 | 61 | 0.2% |
| -1.170044135 | 59 | 0.1% |
| -1.506249894 | 59 | 0.1% |
| -1.159646018 | 58 | 0.1% |
| 0.07079774094 | 57 | 0.1% |
| -0.618943972 | 56 | 0.1% |
| -1.346812111 | 56 | 0.1% |
| -1.603298979 | 56 | 0.1% |
| 1.35669812 | 55 | 0.1% |
| -0.3693891814 | 55 | 0.1% |
| Other values (990) | 39428 |
| Value | Count | Frequency (%) |
| -1.721144297 | 47 | |
| -1.717678259 | 48 | |
| -1.71421222 | 42 | |
| -1.710746181 | 40 | |
| -1.707280142 | 35 | |
| -1.703814103 | 41 | |
| -1.700348065 | 45 | |
| -1.696882026 | 39 | |
| -1.693415987 | 43 | |
| -1.689949948 | 45 |
| Value | Count | Frequency (%) |
| 1.741428423 | 51 | |
| 1.737962384 | 36 | |
| 1.734496345 | 45 | |
| 1.731030306 | 38 | |
| 1.727564268 | 37 | |
| 1.724098229 | 29 | |
| 1.72063219 | 34 | |
| 1.717166151 | 33 | |
| 1.713700113 | 39 | |
| 1.710234074 | 46 |
Accident_Hour
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3642421 × 10-16 |
| Minimum | -1.6737861 |
|---|---|
| Maximum | 1.6348876 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 19334 |
| Negative (%) | 48.3% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -1.6737861 |
|---|---|
| 5-th percentile | -1.6737861 |
| Q1 | -0.81065383 |
| median | 0.052478442 |
| Q3 | 0.77175534 |
| 95-th percentile | 1.6348876 |
| Maximum | 1.6348876 |
| Range | 3.3086737 |
| Interquartile range (IQR) | 1.5824092 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | 7.3301691 × 1015 |
| Kurtosis | -1.1989171 |
| Mean | 1.3642421 × 10-16 |
| Median Absolute Deviation (MAD) | 0.86313228 |
| Skewness | -0.034852126 |
| Sum | 6.1390892 × 10-12 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.242219973 | 2228 | 5.6% |
| 0.7717553402 | 2164 | 5.4% |
| -1.673786112 | 2044 | 5.1% |
| 1.634887617 | 2007 | 5.0% |
| 0.6278999606 | 1944 | 4.9% |
| -0.2352323166 | 1863 | 4.7% |
| -1.098364594 | 1861 | 4.7% |
| 0.196333822 | 1837 | 4.6% |
| -0.8106538348 | 1761 | 4.4% |
| -0.3790876962 | 1680 | 4.2% |
| Other values (14) | 20611 |
| Value | Count | Frequency (%) |
| -1.673786112 | 2044 | |
| -1.529930733 | 1175 | |
| -1.386075353 | 1238 | |
| -1.242219973 | 2228 | |
| -1.098364594 | 1861 | |
| -0.9545092143 | 1290 | |
| -0.8106538348 | 1761 | |
| -0.6667984553 | 1554 | |
| -0.5229430757 | 1409 | |
| -0.3790876962 | 1680 |
| Value | Count | Frequency (%) |
| 1.634887617 | 2007 | |
| 1.491032238 | 1532 | |
| 1.347176858 | 1664 | |
| 1.203321479 | 1407 | |
| 1.059466099 | 1587 | |
| 0.9156107197 | 1669 | |
| 0.7717553402 | 2164 | |
| 0.6278999606 | 1944 | |
| 0.4840445811 | 1591 | |
| 0.3401892015 | 1611 |
Num_of_Vehicles_Involved
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| -0.8256105836925834 | |
|---|---|
| 1.1383169443442478 | |
| 0.1563531803258321 | 1253 |
| 2.120280708362664 | 1250 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.548325 |
| Min length | 17 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.8256105836925834 |
|---|---|
| 2nd row | 2.120280708362664 |
| 3rd row | 1.1383169443442478 |
| 4th row | -0.8256105836925834 |
| 5th row | 1.1383169443442478 |
Common Values
| Value | Count | Frequency (%) |
| -0.8256105836925834 | 23183 | |
| 1.1383169443442478 | 14314 | |
| 0.1563531803258321 | 1253 | 3.1% |
| 2.120280708362664 | 1250 | 3.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.8256105836925834 | 23183 | |
| 1.1383169443442478 | 14314 | |
| 0.1563531803258321 | 1253 | 3.1% |
| 2.120280708362664 | 1250 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 103183 | |
| 4 | 96003 | |
| 3 | 95570 | |
| 5 | 73308 | |
| 1 | 71134 | |
| 2 | 68186 | |
| 6 | 65683 | |
| 0 | 52622 | |
| . | 40000 | 5.4% |
| 9 | 37497 | 5.1% |
| Other values (2) | 38747 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 741933 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 8 | 103183 | |
| 4 | 96003 | |
| 3 | 95570 | |
| 5 | 73308 | |
| 1 | 71134 | |
| 2 | 68186 | |
| 6 | 65683 | |
| 0 | 52622 | |
| . | 40000 | 5.4% |
| 9 | 37497 | 5.1% |
| Other values (2) | 38747 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 741933 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 8 | 103183 | |
| 4 | 96003 | |
| 3 | 95570 | |
| 5 | 73308 | |
| 1 | 71134 | |
| 2 | 68186 | |
| 6 | 65683 | |
| 0 | 52622 | |
| . | 40000 | 5.4% |
| 9 | 37497 | 5.1% |
| Other values (2) | 38747 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 741933 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 8 | 103183 | |
| 4 | 96003 | |
| 3 | 95570 | |
| 5 | 73308 | |
| 1 | 71134 | |
| 2 | 68186 | |
| 6 | 65683 | |
| 0 | 52622 | |
| . | 40000 | 5.4% |
| 9 | 37497 | 5.1% |
| Other values (2) | 38747 | 5.2% |
Property_Damage
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| unknown | |
|---|---|
| no | |
| yes |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 4.11065 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | no |
|---|---|
| 2nd row | yes |
| 3rd row | no |
| 4th row | yes |
| 5th row | unknown |
Common Values
| Value | Count | Frequency (%) |
| unknown | 14477 | |
| no | 13482 | |
| yes | 12041 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| unknown | 14477 | |
| no | 13482 | |
| yes | 12041 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 56913 | |
| o | 27959 | |
| u | 14477 | 8.8% |
| k | 14477 | 8.8% |
| w | 14477 | 8.8% |
| y | 12041 | 7.3% |
| e | 12041 | 7.3% |
| s | 12041 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 164426 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 56913 | |
| o | 27959 | |
| u | 14477 | 8.8% |
| k | 14477 | 8.8% |
| w | 14477 | 8.8% |
| y | 12041 | 7.3% |
| e | 12041 | 7.3% |
| s | 12041 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 164426 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 56913 | |
| o | 27959 | |
| u | 14477 | 8.8% |
| k | 14477 | 8.8% |
| w | 14477 | 8.8% |
| y | 12041 | 7.3% |
| e | 12041 | 7.3% |
| s | 12041 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 164426 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 56913 | |
| o | 27959 | |
| u | 14477 | 8.8% |
| k | 14477 | 8.8% |
| w | 14477 | 8.8% |
| y | 12041 | 7.3% |
| e | 12041 | 7.3% |
| s | 12041 | 7.3% |
Bodily_Injuries
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 1.22203168311886 | |
|---|---|
| -1.226254977608615 | |
| -0.0021116472448774 |
Length
| Max length | 19 |
|---|---|
| Median length | 18 |
| Mean length | 17.663625 |
| Min length | 16 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -1.226254977608615 |
|---|---|
| 2nd row | 1.22203168311886 |
| 3rd row | -1.226254977608615 |
| 4th row | 1.22203168311886 |
| 5th row | -1.226254977608615 |
Common Values
| Value | Count | Frequency (%) |
| 1.22203168311886 | 13381 | |
| -1.226254977608615 | 13312 | |
| -0.0021116472448774 | 13307 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.22203168311886 | 13381 | |
| 1.226254977608615 | 13312 | |
| 0.0021116472448774 | 13307 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 120069 | |
| 2 | 106693 | |
| 6 | 80005 | |
| 8 | 66762 | |
| 0 | 66614 | |
| 7 | 66545 | |
| 4 | 66540 | |
| . | 40000 | 5.7% |
| 3 | 26762 | 3.8% |
| 5 | 26624 | 3.8% |
| Other values (2) | 39931 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 706545 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 120069 | |
| 2 | 106693 | |
| 6 | 80005 | |
| 8 | 66762 | |
| 0 | 66614 | |
| 7 | 66545 | |
| 4 | 66540 | |
| . | 40000 | 5.7% |
| 3 | 26762 | 3.8% |
| 5 | 26624 | 3.8% |
| Other values (2) | 39931 | 5.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 706545 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 120069 | |
| 2 | 106693 | |
| 6 | 80005 | |
| 8 | 66762 | |
| 0 | 66614 | |
| 7 | 66545 | |
| 4 | 66540 | |
| . | 40000 | 5.7% |
| 3 | 26762 | 3.8% |
| 5 | 26624 | 3.8% |
| Other values (2) | 39931 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 706545 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 120069 | |
| 2 | 106693 | |
| 6 | 80005 | |
| 8 | 66762 | |
| 0 | 66614 | |
| 7 | 66545 | |
| 4 | 66540 | |
| . | 40000 | 5.7% |
| 3 | 26762 | 3.8% |
| 5 | 26624 | 3.8% |
| Other values (2) | 39931 | 5.7% |
Witnesses
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| -0.4329664155110092 | |
|---|---|
| -1.3299807947745077 | |
| 0.4640479637524894 | |
| 1.361062343015988 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.264625 |
| Min length | 17 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.4640479637524894 |
|---|---|
| 2nd row | -1.3299807947745077 |
| 3rd row | 0.4640479637524894 |
| 4th row | 1.361062343015988 |
| 5th row | -0.4329664155110092 |
Common Values
| Value | Count | Frequency (%) |
| -0.4329664155110092 | 10231 | |
| -1.3299807947745077 | 10108 | |
| 0.4640479637524894 | 9907 | |
| 1.361062343015988 | 9754 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.4329664155110092 | 10231 | |
| 1.3299807947745077 | 10108 | |
| 0.4640479637524894 | 9907 | |
| 1.361062343015988 | 9754 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 99967 | |
| 0 | 90231 | |
| 9 | 80354 | |
| 7 | 70354 | |
| 1 | 70063 | |
| 6 | 59784 | |
| 3 | 59508 | |
| 2 | 50231 | |
| 5 | 50231 | |
| . | 40000 | |
| Other values (2) | 59862 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 730585 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 99967 | |
| 0 | 90231 | |
| 9 | 80354 | |
| 7 | 70354 | |
| 1 | 70063 | |
| 6 | 59784 | |
| 3 | 59508 | |
| 2 | 50231 | |
| 5 | 50231 | |
| . | 40000 | |
| Other values (2) | 59862 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 730585 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 99967 | |
| 0 | 90231 | |
| 9 | 80354 | |
| 7 | 70354 | |
| 1 | 70063 | |
| 6 | 59784 | |
| 3 | 59508 | |
| 2 | 50231 | |
| 5 | 50231 | |
| . | 40000 | |
| Other values (2) | 59862 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 730585 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 99967 | |
| 0 | 90231 | |
| 9 | 80354 | |
| 7 | 70354 | |
| 1 | 70063 | |
| 6 | 59784 | |
| 3 | 59508 | |
| 2 | 50231 | |
| 5 | 50231 | |
| . | 40000 | |
| Other values (2) | 59862 |
Police_Report
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| not available | |
|---|---|
| no | |
| yes |
Length
| Max length | 13 |
|---|---|
| Median length | 3 |
| Mean length | 6.08815 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | yes |
|---|---|
| 2nd row | not available |
| 3rd row | no |
| 4th row | not available |
| 5th row | not available |
Common Values
| Value | Count | Frequency (%) |
| not available | 13716 | |
| no | 13634 | |
| yes | 12650 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| not | 13716 | |
| available | 13716 | |
| no | 13634 | |
| yes | 12650 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 41148 | |
| l | 27432 | |
| n | 27350 | |
| o | 27350 | |
| e | 26366 | |
| t | 13716 | 5.6% |
| 13716 | 5.6% | |
| v | 13716 | 5.6% |
| i | 13716 | 5.6% |
| b | 13716 | 5.6% |
| Other values (2) | 25300 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 243526 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 41148 | |
| l | 27432 | |
| n | 27350 | |
| o | 27350 | |
| e | 26366 | |
| t | 13716 | 5.6% |
| 13716 | 5.6% | |
| v | 13716 | 5.6% |
| i | 13716 | 5.6% |
| b | 13716 | 5.6% |
| Other values (2) | 25300 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 243526 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 41148 | |
| l | 27432 | |
| n | 27350 | |
| o | 27350 | |
| e | 26366 | |
| t | 13716 | 5.6% |
| 13716 | 5.6% | |
| v | 13716 | 5.6% |
| i | 13716 | 5.6% |
| b | 13716 | 5.6% |
| Other values (2) | 25300 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 243526 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 41148 | |
| l | 27432 | |
| n | 27350 | |
| o | 27350 | |
| e | 26366 | |
| t | 13716 | 5.6% |
| 13716 | 5.6% | |
| v | 13716 | 5.6% |
| i | 13716 | 5.6% |
| b | 13716 | 5.6% |
| Other values (2) | 25300 |
DL_Expiry_Date
Date
| Distinct | 365 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| Minimum | 2024-01-02 00:00:00 |
|---|---|
| Maximum | 2026-05-09 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Claims_Date
Date
| Distinct | 66 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| Minimum | 2024-01-01 00:00:00 |
|---|---|
| Maximum | 2024-03-06 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Auto_Make
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4779289 × 10-16 |
| Minimum | -1.6333896 |
|---|---|
| Maximum | 1.6044484 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 19645 |
| Negative (%) | 49.1% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -1.6333896 |
|---|---|
| 5-th percentile | -1.6333896 |
| Q1 | -0.88619626 |
| median | 0.11006159 |
| Q3 | 0.85725497 |
| 95-th percentile | 1.6044484 |
| Maximum | 1.6044484 |
| Range | 3.237838 |
| Interquartile range (IQR) | 1.7434512 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | 6.76631 × 1015 |
| Kurtosis | -1.2371413 |
| Mean | 1.4779289 × 10-16 |
| Median Absolute Deviation (MAD) | 0.74719339 |
| Skewness | -0.023177176 |
| Sum | 4.0927262 × 10-12 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.6371318007 | 3255 | 8.1% |
| 1.106319434 | 3247 | 8.1% |
| 0.8572549723 | 3118 | 7.8% |
| 0.6081905102 | 3108 | 7.8% |
| -0.8861962628 | 3085 | 7.7% |
| -0.3880673385 | 2889 | 7.2% |
| 1.355383897 | 2782 | 7.0% |
| 0.359126048 | 2742 | 6.9% |
| -1.135260725 | 2736 | 6.8% |
| -1.633389649 | 2713 | 6.8% |
| Other values (4) | 10325 |
| Value | Count | Frequency (%) |
| -1.633389649 | 2713 | |
| -1.384325187 | 2701 | |
| -1.135260725 | 2736 | |
| -0.8861962628 | 3085 | |
| -0.6371318007 | 3255 | |
| -0.3880673385 | 2889 | |
| -0.1390028763 | 2266 | |
| 0.1100615858 | 2668 | |
| 0.359126048 | 2742 | |
| 0.6081905102 | 3108 |
| Value | Count | Frequency (%) |
| 1.604448359 | 2690 | |
| 1.355383897 | 2782 | |
| 1.106319434 | 3247 | |
| 0.8572549723 | 3118 | |
| 0.6081905102 | 3108 | |
| 0.359126048 | 2742 | |
| 0.1100615858 | 2668 | |
| -0.1390028763 | 2266 | |
| -0.3880673385 | 2889 | |
| -0.6371318007 | 3255 |
Auto_Model
Real number (ℝ)
| Distinct | 39 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9737992 × 10-17 |
| Minimum | -1.7422902 |
|---|---|
| Maximum | 1.6811857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 19344 |
| Negative (%) | 48.4% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -1.7422902 |
|---|---|
| 5-th percentile | -1.5621073 |
| Q1 | -0.84137552 |
| median | 0.059539202 |
| Q3 | 0.87036245 |
| 95-th percentile | 1.5010028 |
| Maximum | 1.6811857 |
| Range | 3.4234759 |
| Interquartile range (IQR) | 1.711738 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | 2.0105607 × 1016 |
| Kurtosis | -1.1913337 |
| Mean | 4.9737992 × 10-17 |
| Median Absolute Deviation (MAD) | 0.81082325 |
| Skewness | -0.076487036 |
| Sum | 2.8990144 × 10-12 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9604539253 | 1751 | 4.4% |
| 1.501002759 | 1663 | 4.2% |
| 0.6901795083 | 1504 | 3.8% |
| -1.381924356 | 1489 | 3.7% |
| 0.3298136189 | 1443 | 3.6% |
| 0.05953920179 | 1399 | 3.5% |
| 0.7802709806 | 1291 | 3.2% |
| 0.1496306741 | 1286 | 3.2% |
| -1.291832884 | 1212 | 3.0% |
| 0.870362453 | 1188 | 3.0% |
| Other values (29) | 25774 |
| Value | Count | Frequency (%) |
| -1.742290245 | 697 | |
| -1.652198773 | 1047 | |
| -1.562107301 | 1007 | |
| -1.472015828 | 1064 | |
| -1.381924356 | 1489 | |
| -1.291832884 | 1212 | |
| -1.201741411 | 541 | 1.4% |
| -1.111649939 | 767 | |
| -1.021558466 | 836 | |
| -0.9314669941 | 1088 |
| Value | Count | Frequency (%) |
| 1.681185704 | 625 | 1.6% |
| 1.591094232 | 885 | |
| 1.501002759 | 1663 | |
| 1.410911287 | 954 | |
| 1.320819815 | 987 | |
| 1.230728342 | 828 | |
| 1.14063687 | 947 | |
| 1.050545398 | 442 | 1.1% |
| 0.9604539253 | 1751 | |
| 0.870362453 | 1188 |
Auto_Year
Real number (ℝ)
High correlation 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7534952 × 10-14 |
| Minimum | -1.5838775 |
|---|---|
| Maximum | 1.5741228 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 19395 |
| Negative (%) | 48.5% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -1.5838775 |
|---|---|
| 5-th percentile | -1.5838775 |
| Q1 | -0.88209967 |
| median | 0.17056711 |
| Q3 | 0.87234496 |
| 95-th percentile | 1.5741228 |
| Maximum | 1.5741228 |
| Range | 3.1580003 |
| Interquartile range (IQR) | 1.7544446 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | 3.6317931 × 1013 |
| Kurtosis | -1.2317176 |
| Mean | 2.7534952 × 10-14 |
| Median Absolute Deviation (MAD) | 0.70177785 |
| Skewness | -0.079136501 |
| Sum | 1.1013981 × 10-9 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.87234496 | 5792 | |
| -1.583877525 | 4326 | |
| 0.5214560335 | 4019 | |
| -0.5312107457 | 3970 | |
| 0.1705671071 | 3816 | |
| -0.8820996721 | 3816 | |
| -1.232988599 | 3679 | |
| 1.223233886 | 3621 | |
| -0.1803218193 | 3604 | |
| 1.574122813 | 3357 |
| Value | Count | Frequency (%) |
| -1.583877525 | 4326 | |
| -1.232988599 | 3679 | |
| -0.8820996721 | 3816 | |
| -0.5312107457 | 3970 | |
| -0.1803218193 | 3604 | |
| 0.1705671071 | 3816 | |
| 0.5214560335 | 4019 | |
| 0.87234496 | 5792 | |
| 1.223233886 | 3621 | |
| 1.574122813 | 3357 |
| Value | Count | Frequency (%) |
| 1.574122813 | 3357 | |
| 1.223233886 | 3621 | |
| 0.87234496 | 5792 | |
| 0.5214560335 | 4019 | |
| 0.1705671071 | 3816 | |
| -0.1803218193 | 3604 | |
| -0.5312107457 | 3970 | |
| -0.8820996721 | 3816 | |
| -1.232988599 | 3679 | |
| -1.583877525 | 4326 |
Vehicle_Color
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| white | |
|---|---|
| black | |
| gray | |
| blue | |
| silver |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.61645 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | white |
|---|---|
| 2nd row | black |
| 3rd row | gray |
| 4th row | gray |
| 5th row | gray |
Common Values
| Value | Count | Frequency (%) |
| white | 10261 | |
| black | 9173 | |
| gray | 7357 | |
| blue | 5158 | |
| silver | 4425 | |
| red | 3626 | 9.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| white | 10261 | |
| black | 9173 | |
| gray | 7357 | |
| blue | 5158 | |
| silver | 4425 | |
| red | 3626 | 9.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 23470 | |
| l | 18756 | |
| a | 16530 | 9.0% |
| r | 15408 | 8.3% |
| i | 14686 | 8.0% |
| b | 14331 | 7.8% |
| w | 10261 | 5.6% |
| t | 10261 | 5.6% |
| h | 10261 | 5.6% |
| c | 9173 | 5.0% |
| Other values (7) | 41521 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 184658 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 23470 | |
| l | 18756 | |
| a | 16530 | 9.0% |
| r | 15408 | 8.3% |
| i | 14686 | 8.0% |
| b | 14331 | 7.8% |
| w | 10261 | 5.6% |
| t | 10261 | 5.6% |
| h | 10261 | 5.6% |
| c | 9173 | 5.0% |
| Other values (7) | 41521 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 184658 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 23470 | |
| l | 18756 | |
| a | 16530 | 9.0% |
| r | 15408 | 8.3% |
| i | 14686 | 8.0% |
| b | 14331 | 7.8% |
| w | 10261 | 5.6% |
| t | 10261 | 5.6% |
| h | 10261 | 5.6% |
| c | 9173 | 5.0% |
| Other values (7) | 41521 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 184658 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 23470 | |
| l | 18756 | |
| a | 16530 | 9.0% |
| r | 15408 | 8.3% |
| i | 14686 | 8.0% |
| b | 14331 | 7.8% |
| w | 10261 | 5.6% |
| t | 10261 | 5.6% |
| h | 10261 | 5.6% |
| c | 9173 | 5.0% |
| Other values (7) | 41521 |
Vehicle_Cost
Real number (ℝ)
High correlation 
| Distinct | 39468 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0411229 × 10-16 |
| Minimum | -1.3650188 |
|---|---|
| Maximum | 5.6503158 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 22052 |
| Negative (%) | 55.1% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -1.3650188 |
|---|---|
| 5-th percentile | -1.1758754 |
| Q1 | -0.83133194 |
| median | -0.16961064 |
| Q3 | 0.5601403 |
| 95-th percentile | 1.5641268 |
| Maximum | 5.6503158 |
| Range | 7.0153346 |
| Interquartile range (IQR) | 1.3914722 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | 3.2883002 × 1015 |
| Kurtosis | 2.6221301 |
| Mean | 3.0411229 × 10-16 |
| Median Absolute Deviation (MAD) | 0.68712186 |
| Skewness | 1.263502 |
| Sum | 1.2320811 × 10-11 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.8251590071 | 3 | < 0.1% |
| -0.4568497829 | 3 | < 0.1% |
| -0.877973772 | 3 | < 0.1% |
| -1.1851191 | 3 | < 0.1% |
| 0.5948391958 | 3 | < 0.1% |
| -0.1129762429 | 3 | < 0.1% |
| -0.4699972821 | 3 | < 0.1% |
| -1.192550666 | 3 | < 0.1% |
| -1.162922559 | 3 | < 0.1% |
| -0.1772527478 | 3 | < 0.1% |
| Other values (39458) | 39970 |
| Value | Count | Frequency (%) |
| -1.36501877 | 1 | |
| -1.364781199 | 1 | |
| -1.364314593 | 1 | |
| -1.364166644 | 1 | |
| -1.363499453 | 1 | |
| -1.362216285 | 1 | |
| -1.361258887 | 1 | |
| -1.360802239 | 1 | |
| -1.358964263 | 1 | |
| -1.35882485 | 1 |
| Value | Count | Frequency (%) |
| 5.650315835 | 1 | |
| 5.629793673 | 1 | |
| 5.61793361 | 1 | |
| 5.617090019 | 1 | |
| 5.599697536 | 1 | |
| 5.563046144 | 1 | |
| 5.557099752 | 1 | |
| 5.546101774 | 1 | |
| 5.520964757 | 1 | |
| 5.513627081 | 1 |
Annual_Mileage
Real number (ℝ)
High correlation 
| Distinct | 12420 |
|---|---|
| Distinct (%) | 31.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0818902 × 10-16 |
| Minimum | -1.7366244 |
|---|---|
| Maximum | 1.728694 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 19972 |
| Negative (%) | 49.9% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -1.7366244 |
|---|---|
| 5-th percentile | -1.5630919 |
| Q1 | -0.86523008 |
| median | 0.0026989033 |
| Q3 | 0.8608317 |
| 95-th percentile | 1.5636916 |
| Maximum | 1.728694 |
| Range | 3.4653184 |
| Interquartile range (IQR) | 1.7260618 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | 4.8033873 × 1015 |
| Kurtosis | -1.1939645 |
| Mean | 2.0818902 × 10-16 |
| Median Absolute Deviation (MAD) | 0.86286429 |
| Skewness | -0.0036930663 |
| Sum | 8.2716056 × 10-12 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.076081383 | 12 | < 0.1% |
| -0.8972176389 | 11 | < 0.1% |
| 0.6765700581 | 11 | < 0.1% |
| -1.557760646 | 11 | < 0.1% |
| -0.8396400402 | 11 | < 0.1% |
| 0.9444658297 | 11 | < 0.1% |
| -1.667851147 | 10 | < 0.1% |
| -0.5605486244 | 10 | < 0.1% |
| -1.189104077 | 10 | < 0.1% |
| 0.2114176985 | 10 | < 0.1% |
| Other values (12410) | 39893 |
| Value | Count | Frequency (%) |
| -1.73662439 | 2 | < 0.1% |
| -1.736357827 | 5 | |
| -1.735824701 | 2 | < 0.1% |
| -1.735558138 | 2 | < 0.1% |
| -1.735291575 | 3 | |
| -1.735025012 | 4 | |
| -1.734758449 | 4 | |
| -1.734491886 | 3 | |
| -1.734225323 | 6 | |
| -1.73395876 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.728694049 | 3 | < 0.1% |
| 1.728427486 | 2 | < 0.1% |
| 1.728160923 | 2 | < 0.1% |
| 1.72789436 | 4 | |
| 1.727627797 | 2 | < 0.1% |
| 1.727361234 | 1 | < 0.1% |
| 1.727094671 | 6 | |
| 1.726828108 | 9 | |
| 1.726561545 | 2 | < 0.1% |
| 1.726294982 | 2 | < 0.1% |
DiffIN_Mileage
Real number (ℝ)
| Distinct | 5991 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.9528385 × 10-17 |
| Minimum | -1.7258103 |
|---|---|
| Maximum | 1.7355824 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 19953 |
| Negative (%) | 49.9% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -1.7258103 |
|---|---|
| 5-th percentile | -1.5527407 |
| Q1 | -0.87430769 |
| median | 0.0037322466 |
| Q3 | 0.85826356 |
| 95-th percentile | 1.5584745 |
| Maximum | 1.7355824 |
| Range | 3.4613927 |
| Interquartile range (IQR) | 1.7325713 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | 1.1169782 × 1016 |
| Kurtosis | -1.2042321 |
| Mean | 8.9528385 × 10-17 |
| Median Absolute Deviation (MAD) | 0.86650196 |
| Skewness | 0.0015414506 |
| Sum | 3.688494 × 10-12 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.522165021 | 16 | < 0.1% |
| 1.146568725 | 16 | < 0.1% |
| -1.184679236 | 16 | < 0.1% |
| 0.6238984328 | 16 | < 0.1% |
| 0.01988541242 | 16 | < 0.1% |
| 0.685626602 | 16 | < 0.1% |
| -1.211793478 | 16 | < 0.1% |
| -0.008382627691 | 16 | < 0.1% |
| 0.4456367104 | 16 | < 0.1% |
| 0.3798702498 | 15 | < 0.1% |
| Other values (5981) | 39841 |
| Value | Count | Frequency (%) |
| -1.725810289 | 9 | |
| -1.72523339 | 8 | |
| -1.724656492 | 3 | < 0.1% |
| -1.724079593 | 4 | < 0.1% |
| -1.723502694 | 10 | |
| -1.722925795 | 3 | < 0.1% |
| -1.722348897 | 7 | |
| -1.721771998 | 10 | |
| -1.721195099 | 5 | |
| -1.7206182 | 7 |
| Value | Count | Frequency (%) |
| 1.735582378 | 8 | |
| 1.735005479 | 8 | |
| 1.73442858 | 9 | |
| 1.733851681 | 6 | |
| 1.733274783 | 2 | < 0.1% |
| 1.732697884 | 9 | |
| 1.732120985 | 4 | |
| 1.731544086 | 6 | |
| 1.730967187 | 6 | |
| 1.730390289 | 5 |
Low_Mileage_Discount
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| -0.4852659826135434 | |
|---|---|
| 2.060725531623305 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.6188 |
| Min length | 17 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.4852659826135434 |
|---|---|
| 2nd row | 2.060725531623305 |
| 3rd row | -0.4852659826135434 |
| 4th row | -0.4852659826135434 |
| 5th row | 2.060725531623305 |
Common Values
| Value | Count | Frequency (%) |
| -0.4852659826135434 | 32376 | |
| 2.060725531623305 | 7624 | 19.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.4852659826135434 | 32376 | |
| 2.060725531623305 | 7624 | 19.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 120000 | |
| 4 | 97128 | |
| 2 | 87624 | |
| 3 | 87624 | |
| 6 | 80000 | |
| 8 | 64752 | |
| 0 | 55248 | |
| . | 40000 | 5.4% |
| 1 | 40000 | 5.4% |
| - | 32376 | 4.3% |
| Other values (2) | 40000 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 744752 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 120000 | |
| 4 | 97128 | |
| 2 | 87624 | |
| 3 | 87624 | |
| 6 | 80000 | |
| 8 | 64752 | |
| 0 | 55248 | |
| . | 40000 | 5.4% |
| 1 | 40000 | 5.4% |
| - | 32376 | 4.3% |
| Other values (2) | 40000 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 744752 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 120000 | |
| 4 | 97128 | |
| 2 | 87624 | |
| 3 | 87624 | |
| 6 | 80000 | |
| 8 | 64752 | |
| 0 | 55248 | |
| . | 40000 | 5.4% |
| 1 | 40000 | 5.4% |
| - | 32376 | 4.3% |
| Other values (2) | 40000 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 744752 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 120000 | |
| 4 | 97128 | |
| 2 | 87624 | |
| 3 | 87624 | |
| 6 | 80000 | |
| 8 | 64752 | |
| 0 | 55248 | |
| . | 40000 | 5.4% |
| 1 | 40000 | 5.4% |
| - | 32376 | 4.3% |
| Other values (2) | 40000 | 5.4% |
Commute_Discount
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| -0.1413004994494239 | |
|---|---|
| 7.07711581980595 | 783 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.941275 |
| Min length | 16 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.1413004994494239 |
|---|---|
| 2nd row | -0.1413004994494239 |
| 3rd row | -0.1413004994494239 |
| 4th row | -0.1413004994494239 |
| 5th row | -0.1413004994494239 |
Common Values
| Value | Count | Frequency (%) |
| -0.1413004994494239 | 39217 | |
| 7.07711581980595 | 783 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.1413004994494239 | 39217 | |
| 7.07711581980595 | 783 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 196085 | |
| 9 | 158434 | |
| 0 | 119217 | |
| 1 | 80783 | |
| 3 | 78434 | 10.4% |
| . | 40000 | 5.3% |
| - | 39217 | 5.2% |
| 2 | 39217 | 5.2% |
| 7 | 2349 | 0.3% |
| 5 | 2349 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 757651 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 196085 | |
| 9 | 158434 | |
| 0 | 119217 | |
| 1 | 80783 | |
| 3 | 78434 | 10.4% |
| . | 40000 | 5.3% |
| - | 39217 | 5.2% |
| 2 | 39217 | 5.2% |
| 7 | 2349 | 0.3% |
| 5 | 2349 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 757651 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 196085 | |
| 9 | 158434 | |
| 0 | 119217 | |
| 1 | 80783 | |
| 3 | 78434 | 10.4% |
| . | 40000 | 5.3% |
| - | 39217 | 5.2% |
| 2 | 39217 | 5.2% |
| 7 | 2349 | 0.3% |
| 5 | 2349 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 757651 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 196085 | |
| 9 | 158434 | |
| 0 | 119217 | |
| 1 | 80783 | |
| 3 | 78434 | 10.4% |
| . | 40000 | 5.3% |
| - | 39217 | 5.2% |
| 2 | 39217 | 5.2% |
| 7 | 2349 | 0.3% |
| 5 | 2349 | 0.3% |
Total_Claim
Real number (ℝ)
High correlation 
| Distinct | 39692 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.2434498 × 10-17 |
| Minimum | -1.1479923 |
|---|---|
| Maximum | 9.4606867 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 21650 |
| Negative (%) | 54.1% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -1.1479923 |
|---|---|
| 5-th percentile | -1.0413231 |
| Q1 | -0.61560882 |
| median | -0.082994881 |
| Q3 | 0.454122 |
| 95-th percentile | 0.87860256 |
| Maximum | 9.4606867 |
| Range | 10.608679 |
| Interquartile range (IQR) | 1.0697308 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | -8.0422427 × 1016 |
| Kurtosis | 30.522216 |
| Mean | -1.2434498 × 10-17 |
| Median Absolute Deviation (MAD) | 0.53474081 |
| Skewness | 4.329865 |
| Sum | -4.2632564 × 10-13 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.05454437 | 2 | < 0.1% |
| -0.6093729012 | 2 | < 0.1% |
| -0.09138625898 | 2 | < 0.1% |
| 0.6301664007 | 2 | < 0.1% |
| -0.7270245925 | 2 | < 0.1% |
| -0.7695626988 | 2 | < 0.1% |
| 0.06815660373 | 2 | < 0.1% |
| -0.0008512127823 | 2 | < 0.1% |
| 0.4482701434 | 2 | < 0.1% |
| 0.8240326615 | 2 | < 0.1% |
| Other values (39682) | 39980 |
| Value | Count | Frequency (%) |
| -1.14799233 | 1 | |
| -1.147968433 | 1 | |
| -1.14793344 | 1 | |
| -1.147897594 | 1 | |
| -1.147743115 | 1 | |
| -1.147725192 | 1 | |
| -1.147645819 | 1 | |
| -1.147624482 | 1 | |
| -1.147569006 | 1 | |
| -1.147565592 | 1 |
| Value | Count | Frequency (%) |
| 9.460686713 | 1 | |
| 9.460067943 | 1 | |
| 9.448440183 | 1 | |
| 9.438832602 | 1 | |
| 9.421078591 | 1 | |
| 9.42030022 | 1 | |
| 9.419995529 | 1 | |
| 9.405226124 | 1 | |
| 9.381313428 | 1 | |
| 9.375240945 | 1 |
Injury_Claim
Real number (ℝ)
High correlation 
| Distinct | 39044 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.1368684 × 10-17 |
| Minimum | -0.81245373 |
|---|---|
| Maximum | 18.668374 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 25753 |
| Negative (%) | 64.4% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -0.81245373 |
|---|---|
| 5-th percentile | -0.78331371 |
| Q1 | -0.62456889 |
| median | -0.29671981 |
| Q3 | 0.31768876 |
| 95-th percentile | 1.6176262 |
| Maximum | 18.668374 |
| Range | 19.480828 |
| Interquartile range (IQR) | 0.94225765 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | -8.796203 × 1016 |
| Kurtosis | 44.933067 |
| Mean | -1.1368684 × 10-17 |
| Median Absolute Deviation (MAD) | 0.39345474 |
| Skewness | 4.7503209 |
| Sum | -5.7553962 × 10-13 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.7207728952 | 3 | < 0.1% |
| -0.6482388638 | 3 | < 0.1% |
| -0.7057899663 | 3 | < 0.1% |
| -0.6976238484 | 3 | < 0.1% |
| -0.6897669467 | 3 | < 0.1% |
| -0.6870173824 | 3 | < 0.1% |
| -0.6786667889 | 3 | < 0.1% |
| 0.05769813652 | 3 | < 0.1% |
| -0.6479735703 | 3 | < 0.1% |
| -0.4615917675 | 3 | < 0.1% |
| Other values (39034) | 39970 |
| Value | Count | Frequency (%) |
| -0.8124537325 | 1 | |
| -0.812443191 | 1 | |
| -0.8124326496 | 1 | |
| -0.8124221081 | 1 | |
| -0.8124185943 | 1 | |
| -0.8124150805 | 1 | |
| -0.8124062959 | 1 | |
| -0.8123975114 | 1 | |
| -0.8123904837 | 1 | |
| -0.8123799423 | 1 |
| Value | Count | Frequency (%) |
| 18.66837399 | 1 | |
| 17.53461534 | 1 | |
| 16.57753859 | 1 | |
| 15.22987438 | 1 | |
| 14.80712141 | 1 | |
| 14.78669382 | 1 | |
| 14.64874827 | 1 | |
| 14.41600864 | 1 | |
| 13.75577238 | 1 | |
| 13.70429492 | 1 |
Property_Claim
Real number (ℝ)
High correlation 
| Distinct | 39024 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.2580162 × 10-17 |
| Minimum | -0.80510921 |
|---|---|
| Maximum | 18.025179 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 25773 |
| Negative (%) | 64.4% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -0.80510921 |
|---|---|
| 5-th percentile | -0.77696212 |
| Q1 | -0.62248387 |
| median | -0.29690765 |
| Q3 | 0.313623 |
| 95-th percentile | 1.6053163 |
| Maximum | 18.025179 |
| Range | 18.830288 |
| Interquartile range (IQR) | 0.93610687 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | -1.9018817 × 1016 |
| Kurtosis | 45.953359 |
| Mean | -5.2580162 × 10-17 |
| Median Absolute Deviation (MAD) | 0.39057694 |
| Skewness | 4.8200446 |
| Sum | -2.4265034 × 10-12 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.7321522108 | 3 | < 0.1% |
| -0.7895726468 | 3 | < 0.1% |
| -0.7475231986 | 3 | < 0.1% |
| -0.631838923 | 3 | < 0.1% |
| -0.7607796408 | 3 | < 0.1% |
| -0.7662902227 | 3 | < 0.1% |
| -0.7033195355 | 3 | < 0.1% |
| -0.8030377839 | 3 | < 0.1% |
| -0.7212190094 | 3 | < 0.1% |
| -0.6891179294 | 3 | < 0.1% |
| Other values (39014) | 39970 |
| Value | Count | Frequency (%) |
| -0.8051092108 | 1 | |
| -0.8050902385 | 2 | |
| -0.8050816148 | 1 | |
| -0.805059193 | 1 | |
| -0.8050471197 | 1 | |
| -0.805045395 | 1 | |
| -0.8050436702 | 1 | |
| -0.8050350465 | 1 | |
| -0.8050264227 | 1 | |
| -0.8050160742 | 1 |
| Value | Count | Frequency (%) |
| 18.02517872 | 1 | |
| 16.96661404 | 1 | |
| 15.6439709 | 1 | |
| 15.50131323 | 1 | |
| 15.19992148 | 1 | |
| 15.16242538 | 1 | |
| 14.9583631 | 1 | |
| 14.92810405 | 1 | |
| 14.72038357 | 1 | |
| 14.68953639 | 1 |
Vehicle_Claim
Real number (ℝ)
High correlation 
| Distinct | 39027 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.4502184 × 10-17 |
| Minimum | -0.7823085 |
|---|---|
| Maximum | 19.946866 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 25790 |
| Negative (%) | 64.5% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -0.7823085 |
|---|---|
| 5-th percentile | -0.75374817 |
| Q1 | -0.60280374 |
| median | -0.29010848 |
| Q3 | 0.29815241 |
| 95-th percentile | 1.5523339 |
| Maximum | 19.946866 |
| Range | 20.729174 |
| Interquartile range (IQR) | 0.90095615 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | -1.0581898 × 1016 |
| Kurtosis | 59.597341 |
| Mean | -9.4502184 × 10-17 |
| Median Absolute Deviation (MAD) | 0.37618309 |
| Skewness | 5.5330453 |
| Sum | -3.907985 × 10-12 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.7667587463 | 4 | < 0.1% |
| -0.7729836847 | 3 | < 0.1% |
| -0.6855809813 | 3 | < 0.1% |
| -0.654955023 | 3 | < 0.1% |
| -0.7654036005 | 3 | < 0.1% |
| -0.4162965585 | 3 | < 0.1% |
| -0.7226552168 | 3 | < 0.1% |
| -0.6309284734 | 3 | < 0.1% |
| -0.7413804094 | 3 | < 0.1% |
| -0.6455680777 | 3 | < 0.1% |
| Other values (39017) | 39969 |
| Value | Count | Frequency (%) |
| -0.7823084981 | 1 | |
| -0.7822967434 | 1 | |
| -0.7822681964 | 1 | |
| -0.7822648379 | 1 | |
| -0.7822598002 | 1 | |
| -0.7822581209 | 1 | |
| -0.7822530832 | 1 | |
| -0.7822379701 | 1 | |
| -0.7821825552 | 1 | |
| -0.782167442 | 1 |
| Value | Count | Frequency (%) |
| 19.94686585 | 1 | |
| 19.41019623 | 1 | |
| 17.82257832 | 1 | |
| 16.7016528 | 1 | |
| 16.37306605 | 1 | |
| 15.93712893 | 1 | |
| 15.63261239 | 1 | |
| 15.53011165 | 1 | |
| 15.28927858 | 1 | |
| 15.20890013 | 1 |
Vehicle_Registration
Real number (ℝ)
Uniform  Unique 
| Distinct | 40000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.6645353 × 10-18 |
| Minimum | -1.7320075 |
|---|---|
| Maximum | 1.7320075 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 20000 |
| Negative (%) | 50.0% |
| Memory size | 312.6 KiB |
Quantile statistics
| Minimum | -1.7320075 |
|---|---|
| 5-th percentile | -1.5588068 |
| Q1 | -0.86600375 |
| median | 0 |
| Q3 | 0.86600375 |
| 95-th percentile | 1.5588068 |
| Maximum | 1.7320075 |
| Range | 3.464015 |
| Interquartile range (IQR) | 1.7320075 |
Descriptive statistics
| Standard deviation | 1.0000125 |
|---|---|
| Coefficient of variation (CV) | -3.7530466 × 1017 |
| Kurtosis | -1.2 |
| Mean | -2.6645353 × 10-18 |
| Median Absolute Deviation (MAD) | 0.8660254 |
| Skewness | 1.0658541 × 10-18 |
| Sum | 7.4606987 × 10-14 |
| Variance | 1.000025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.132371517 | 1 | < 0.1% |
| -0.5526541116 | 1 | < 0.1% |
| 1.515847566 | 1 | < 0.1% |
| 1.50883276 | 1 | < 0.1% |
| 0.1496924911 | 1 | < 0.1% |
| 0.02836233198 | 1 | < 0.1% |
| 1.054169423 | 1 | < 0.1% |
| -1.449423417 | 1 | < 0.1% |
| -0.4758376583 | 1 | < 0.1% |
| 1.22451662 | 1 | < 0.1% |
| Other values (39990) | 39990 |
| Value | Count | Frequency (%) |
| -1.732007507 | 1 | |
| -1.731920904 | 1 | |
| -1.731834302 | 1 | |
| -1.731747699 | 1 | |
| -1.731661097 | 1 | |
| -1.731574494 | 1 | |
| -1.731487892 | 1 | |
| -1.731401289 | 1 | |
| -1.731314687 | 1 | |
| -1.731228084 | 1 |
| Value | Count | Frequency (%) |
| 1.732007507 | 1 | |
| 1.731920904 | 1 | |
| 1.731834302 | 1 | |
| 1.731747699 | 1 | |
| 1.731661097 | 1 | |
| 1.731574494 | 1 | |
| 1.731487892 | 1 | |
| 1.731401289 | 1 | |
| 1.731314687 | 1 | |
| 1.731228084 | 1 |
Check_Point
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 40000 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 40000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 80000 | |
| . | 40000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 120000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 80000 | |
| . | 40000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 120000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 80000 | |
| . | 40000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 120000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 80000 | |
| . | 40000 |
Policy_BI_Low
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| -0.1398605188006537 | |
|---|---|
| -1.0687034130437465 | |
| 1.4082109716045008 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.700225 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.4082109716045008 |
|---|---|
| 2nd row | -0.1398605188006537 |
| 3rd row | 1.4082109716045008 |
| 4th row | 1.4082109716045008 |
| 5th row | -0.1398605188006537 |
Common Values
| Value | Count | Frequency (%) |
| -0.1398605188006537 | 14047 | |
| -1.0687034130437465 | 13962 | |
| 1.4082109716045008 | 11991 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.1398605188006537 | 14047 | |
| 1.0687034130437465 | 13962 | |
| 1.4082109716045008 | 11991 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 158029 | |
| 1 | 91991 | |
| 8 | 80085 | |
| 3 | 69980 | |
| 6 | 68009 | |
| 4 | 65868 | |
| 5 | 54047 | 7.2% |
| 7 | 53962 | 7.2% |
| . | 40000 | 5.3% |
| - | 28009 | 3.7% |
| Other values (2) | 38029 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 748009 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 158029 | |
| 1 | 91991 | |
| 8 | 80085 | |
| 3 | 69980 | |
| 6 | 68009 | |
| 4 | 65868 | |
| 5 | 54047 | 7.2% |
| 7 | 53962 | 7.2% |
| . | 40000 | 5.3% |
| - | 28009 | 3.7% |
| Other values (2) | 38029 | 5.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 748009 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 158029 | |
| 1 | 91991 | |
| 8 | 80085 | |
| 3 | 69980 | |
| 6 | 68009 | |
| 4 | 65868 | |
| 5 | 54047 | 7.2% |
| 7 | 53962 | 7.2% |
| . | 40000 | 5.3% |
| - | 28009 | 3.7% |
| Other values (2) | 38029 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 748009 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 158029 | |
| 1 | 91991 | |
| 8 | 80085 | |
| 3 | 69980 | |
| 6 | 68009 | |
| 4 | 65868 | |
| 5 | 54047 | 7.2% |
| 7 | 53962 | 7.2% |
| . | 40000 | 5.3% |
| - | 28009 | 3.7% |
| Other values (2) | 38029 | 5.1% |
Policy_BI_High
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 312.6 KiB |
| -0.2788053169707772 | |
|---|---|
| -0.9751440312682448 | |
| 1.4620414687728915 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.700225 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.4620414687728915 |
|---|---|
| 2nd row | -0.2788053169707772 |
| 3rd row | 1.4620414687728915 |
| 4th row | 1.4620414687728915 |
| 5th row | -0.2788053169707772 |
Common Values
| Value | Count | Frequency (%) |
| -0.2788053169707772 | 14047 | |
| -0.9751440312682448 | 13962 | |
| 1.4620414687728915 | 11991 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.2788053169707772 | 14047 | |
| 0.9751440312682448 | 13962 | |
| 1.4620414687728915 | 11991 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 108179 | |
| 4 | 91821 | |
| 0 | 82056 | |
| 2 | 80000 | |
| 8 | 80000 | |
| 1 | 77944 | |
| 6 | 51991 | |
| . | 40000 | 5.3% |
| 9 | 40000 | 5.3% |
| 5 | 40000 | 5.3% |
| Other values (2) | 56018 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 748009 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 7 | 108179 | |
| 4 | 91821 | |
| 0 | 82056 | |
| 2 | 80000 | |
| 8 | 80000 | |
| 1 | 77944 | |
| 6 | 51991 | |
| . | 40000 | 5.3% |
| 9 | 40000 | 5.3% |
| 5 | 40000 | 5.3% |
| Other values (2) | 56018 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 748009 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 7 | 108179 | |
| 4 | 91821 | |
| 0 | 82056 | |
| 2 | 80000 | |
| 8 | 80000 | |
| 1 | 77944 | |
| 6 | 51991 | |
| . | 40000 | 5.3% |
| 9 | 40000 | 5.3% |
| 5 | 40000 | 5.3% |
| Other values (2) | 56018 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 748009 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 7 | 108179 | |
| 4 | 91821 | |
| 0 | 82056 | |
| 2 | 80000 | |
| 8 | 80000 | |
| 1 | 77944 | |
| 6 | 51991 | |
| . | 40000 | 5.3% |
| 9 | 40000 | 5.3% |
| 5 | 40000 | 5.3% |
| Other values (2) | 56018 |
Interactions
Correlations
| Acccident_City | Acccident_State | Accident_Hour | Accident_Location | Accident_Severity | Accident_Type | Age_Insured | Annual_Mileage | Auto_Make | Auto_Model | Auto_Year | Bodily_Injuries | Capital_Gains | Capital_Loss | Collision_Type | Commute_Discount | Customer_Life_Value1 | DiffIN_Mileage | Education | Garage_Location | Gender | Hobbies | Injury_Claim | Insured_Relationship | Insured_Zip | Low_Mileage_Discount | Num_of_Vehicles_Involved | Occupation | Police_Report | Policy_BI_High | Policy_BI_Low | Policy_Ded | Policy_Num | Policy_Premium | Policy_State | Property_Claim | Property_Damage | Total_Claim | Umbrella_Limit | Vehicle_Claim | Vehicle_Color | Vehicle_Cost | Vehicle_Registration | Witnesses | authorities_contacted | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Acccident_City | 1.000 | 0.011 | 0.022 | -0.060 | 0.063 | 0.081 | 0.005 | -0.005 | -0.001 | 0.019 | -0.013 | 0.071 | -0.024 | -0.038 | 0.080 | 0.014 | 0.000 | -0.001 | 0.072 | 0.073 | 0.077 | 0.138 | 0.005 | 0.076 | -0.004 | 0.000 | 0.075 | 0.105 | 0.071 | 0.062 | 0.062 | 0.064 | -0.044 | 0.053 | 0.082 | -0.002 | 0.103 | 0.003 | 0.011 | 0.002 | 0.032 | -0.012 | -0.003 | 0.095 | 0.089 |
| Acccident_State | 0.011 | 1.000 | -0.044 | 0.046 | 0.083 | 0.080 | 0.005 | 0.001 | 0.076 | -0.030 | -0.013 | 0.078 | 0.019 | -0.057 | 0.095 | 0.007 | -0.007 | 0.008 | 0.085 | 0.043 | 0.102 | 0.152 | -0.006 | 0.084 | -0.023 | 0.000 | 0.083 | 0.121 | 0.083 | 0.063 | 0.063 | 0.083 | -0.057 | 0.043 | 0.070 | 0.000 | 0.061 | -0.002 | -0.074 | 0.004 | 0.035 | -0.017 | -0.004 | 0.080 | 0.078 |
| Accident_Hour | 0.022 | -0.044 | 1.000 | 0.003 | 0.218 | 0.282 | 0.105 | 0.001 | -0.004 | -0.051 | -0.069 | 0.106 | -0.013 | -0.032 | 0.291 | 0.012 | -0.007 | 0.001 | 0.091 | 0.064 | 0.081 | 0.131 | 0.001 | 0.097 | 0.013 | 0.012 | 0.150 | 0.103 | 0.086 | 0.079 | 0.079 | 0.128 | 0.034 | -0.000 | 0.102 | -0.003 | 0.086 | -0.002 | -0.015 | -0.005 | 0.023 | -0.075 | 0.001 | 0.110 | 0.199 |
| Accident_Location | -0.060 | 0.046 | 0.003 | 1.000 | 0.091 | 0.088 | -0.011 | -0.001 | 0.034 | -0.015 | -0.004 | 0.065 | 0.030 | -0.028 | 0.086 | 0.003 | -0.001 | 0.003 | 0.095 | 0.119 | 0.081 | 0.143 | 0.006 | 0.088 | -0.030 | 0.000 | 0.098 | 0.119 | 0.098 | 0.084 | 0.084 | 0.087 | 0.061 | 0.007 | 0.094 | 0.003 | 0.098 | 0.009 | 0.009 | 0.006 | 0.035 | -0.013 | -0.004 | 0.106 | 0.080 |
| Accident_Severity | 0.063 | 0.083 | 0.218 | 0.091 | 1.000 | 0.426 | 0.106 | 0.000 | 0.075 | 0.087 | 0.092 | 0.028 | 0.087 | 0.087 | 0.426 | 0.037 | 0.000 | 0.015 | 0.074 | 0.099 | 0.040 | 0.137 | 0.007 | 0.064 | 0.066 | 0.004 | 0.177 | 0.114 | 0.061 | 0.055 | 0.055 | 0.025 | 0.093 | 0.076 | 0.036 | 0.009 | 0.084 | 0.004 | 0.104 | 0.000 | 0.028 | 0.082 | 0.000 | 0.059 | 0.314 |
| Accident_Type | 0.081 | 0.080 | 0.282 | 0.088 | 0.426 | 1.000 | 0.089 | 0.006 | 0.081 | 0.112 | 0.078 | 0.053 | 0.095 | 0.083 | 0.579 | 0.024 | 0.000 | 0.000 | 0.079 | 0.079 | 0.050 | 0.142 | 0.000 | 0.059 | 0.071 | 0.011 | 0.577 | 0.117 | 0.059 | 0.056 | 0.056 | 0.061 | 0.096 | 0.094 | 0.043 | 0.000 | 0.035 | 0.011 | 0.065 | 0.000 | 0.013 | 0.071 | 0.000 | 0.047 | 0.447 |
| Age_Insured | 0.005 | 0.005 | 0.105 | -0.011 | 0.106 | 0.089 | 1.000 | 0.005 | 0.013 | 0.018 | -0.014 | 0.082 | -0.021 | -0.002 | 0.114 | 0.000 | 0.001 | 0.004 | 0.092 | 0.117 | 0.126 | 0.130 | 0.001 | 0.098 | -0.001 | 0.000 | 0.121 | 0.111 | 0.073 | 0.089 | 0.089 | 0.087 | 0.053 | 0.029 | 0.080 | 0.013 | 0.088 | 0.010 | -0.004 | 0.008 | 0.037 | -0.002 | 0.004 | 0.104 | 0.091 |
| Annual_Mileage | -0.005 | 0.001 | 0.001 | -0.001 | 0.000 | 0.006 | 0.005 | 1.000 | -0.009 | -0.001 | -0.001 | 0.009 | 0.010 | 0.005 | 0.007 | 0.009 | -0.006 | -0.003 | 0.004 | 0.014 | 0.005 | 0.009 | 0.005 | 0.000 | -0.003 | 0.978 | 0.008 | 0.000 | 0.000 | 0.009 | 0.009 | 0.000 | 0.005 | -0.004 | 0.000 | 0.008 | 0.000 | 0.006 | 0.014 | 0.003 | 0.004 | 0.003 | -0.000 | 0.008 | 0.000 |
| Auto_Make | -0.001 | 0.076 | -0.004 | 0.034 | 0.075 | 0.081 | 0.013 | -0.009 | 1.000 | -0.186 | -0.002 | 0.057 | 0.040 | -0.045 | 0.082 | 0.014 | -0.003 | 0.003 | 0.103 | 0.120 | 0.058 | 0.144 | 0.004 | 0.099 | -0.029 | 0.010 | 0.083 | 0.103 | 0.086 | 0.079 | 0.079 | 0.090 | -0.026 | 0.010 | 0.117 | 0.001 | 0.082 | 0.001 | 0.002 | 0.007 | 0.262 | -0.082 | 0.002 | 0.083 | 0.094 |
| Auto_Model | 0.019 | -0.030 | -0.051 | -0.015 | 0.087 | 0.112 | 0.018 | -0.001 | -0.186 | 1.000 | 0.010 | 0.058 | 0.040 | -0.033 | 0.079 | 0.007 | 0.002 | 0.003 | 0.097 | 0.154 | 0.074 | 0.149 | -0.008 | 0.094 | 0.034 | 0.011 | 0.112 | 0.108 | 0.101 | 0.091 | 0.091 | 0.097 | -0.031 | -0.030 | 0.103 | -0.011 | 0.072 | -0.011 | 0.023 | -0.003 | 0.241 | 0.114 | -0.004 | 0.077 | 0.091 |
| Auto_Year | -0.013 | -0.013 | -0.069 | -0.004 | 0.092 | 0.078 | -0.014 | -0.001 | -0.002 | 0.010 | 1.000 | 0.099 | 0.004 | 0.087 | 0.088 | 0.017 | 0.012 | 0.005 | 0.097 | 0.093 | 0.119 | 0.135 | -0.003 | 0.099 | 0.024 | 0.000 | 0.077 | 0.125 | 0.119 | 0.071 | 0.071 | 0.099 | 0.009 | 0.019 | 0.094 | -0.010 | 0.106 | -0.012 | 0.022 | -0.003 | 0.044 | 0.930 | 0.001 | 0.072 | 0.100 |
| Bodily_Injuries | 0.071 | 0.078 | 0.106 | 0.065 | 0.028 | 0.053 | 0.082 | 0.009 | 0.057 | 0.058 | 0.099 | 1.000 | 0.109 | 0.070 | 0.024 | 0.000 | 0.000 | 0.000 | 0.073 | 0.033 | 0.032 | 0.115 | 0.000 | 0.060 | 0.067 | 0.000 | 0.049 | 0.150 | 0.035 | 0.036 | 0.036 | 0.047 | 0.091 | 0.069 | 0.065 | 0.000 | 0.040 | 0.009 | 0.107 | 0.006 | 0.013 | 0.069 | 0.000 | 0.064 | 0.055 |
| Capital_Gains | -0.024 | 0.019 | -0.013 | 0.030 | 0.087 | 0.095 | -0.021 | 0.010 | 0.040 | 0.040 | 0.004 | 0.109 | 1.000 | -0.047 | 0.076 | 0.000 | -0.006 | -0.011 | 0.106 | 0.060 | 0.072 | 0.152 | -0.002 | 0.086 | 0.015 | 0.009 | 0.111 | 0.107 | 0.081 | 0.091 | 0.091 | 0.090 | -0.019 | -0.008 | 0.094 | -0.004 | 0.091 | -0.006 | -0.046 | -0.007 | 0.036 | 0.017 | -0.003 | 0.098 | 0.080 |
| Capital_Loss | -0.038 | -0.057 | -0.032 | -0.028 | 0.087 | 0.083 | -0.002 | 0.005 | -0.045 | -0.033 | 0.087 | 0.070 | -0.047 | 1.000 | 0.101 | 0.000 | -0.003 | 0.001 | 0.101 | 0.092 | 0.109 | 0.141 | 0.005 | 0.105 | 0.038 | 0.006 | 0.078 | 0.111 | 0.103 | 0.075 | 0.075 | 0.086 | -0.011 | 0.030 | 0.102 | 0.009 | 0.118 | 0.010 | -0.017 | 0.012 | 0.027 | 0.082 | -0.003 | 0.094 | 0.097 |
| Collision_Type | 0.080 | 0.095 | 0.291 | 0.086 | 0.426 | 0.579 | 0.114 | 0.007 | 0.082 | 0.079 | 0.088 | 0.024 | 0.076 | 0.101 | 1.000 | 0.027 | 0.005 | 0.002 | 0.094 | 0.070 | 0.039 | 0.147 | 0.000 | 0.066 | 0.042 | 0.006 | 0.235 | 0.110 | 0.063 | 0.071 | 0.071 | 0.044 | 0.084 | 0.088 | 0.056 | 0.000 | 0.036 | 0.011 | 0.071 | 0.006 | 0.030 | 0.089 | 0.000 | 0.074 | 0.444 |
| Commute_Discount | 0.014 | 0.007 | 0.012 | 0.003 | 0.037 | 0.024 | 0.000 | 0.009 | 0.014 | 0.007 | 0.017 | 0.000 | 0.000 | 0.000 | 0.027 | 1.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.033 | 0.000 | 0.009 | 0.000 | 0.002 | 0.010 | 0.004 | 0.000 | 0.000 | 0.000 | 0.002 | 0.003 | 0.003 | 0.000 | 0.023 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.008 | 0.016 |
| Customer_Life_Value1 | 0.000 | -0.007 | -0.007 | -0.001 | 0.000 | 0.000 | 0.001 | -0.006 | -0.003 | 0.002 | 0.012 | 0.000 | -0.006 | -0.003 | 0.005 | 0.000 | 1.000 | 0.006 | 0.003 | 0.013 | 0.010 | 0.000 | -0.000 | 0.000 | 0.004 | 0.015 | 0.000 | 0.000 | 0.008 | 0.006 | 0.006 | 0.000 | 0.003 | 0.001 | 0.000 | 0.000 | 0.000 | -0.002 | 0.004 | 0.002 | 0.000 | 0.013 | -0.008 | 0.000 | 0.010 |
| DiffIN_Mileage | -0.001 | 0.008 | 0.001 | 0.003 | 0.015 | 0.000 | 0.004 | -0.003 | 0.003 | 0.003 | 0.005 | 0.000 | -0.011 | 0.001 | 0.002 | 0.000 | 0.006 | 1.000 | 0.000 | 0.012 | 0.010 | 0.009 | 0.006 | 0.000 | 0.002 | 0.000 | 0.000 | 0.008 | 0.005 | 0.000 | 0.000 | 0.008 | 0.002 | -0.002 | 0.007 | 0.003 | 0.000 | 0.005 | 0.004 | 0.002 | 0.009 | 0.004 | -0.007 | 0.000 | 0.000 |
| Education | 0.072 | 0.085 | 0.091 | 0.095 | 0.074 | 0.079 | 0.092 | 0.004 | 0.103 | 0.097 | 0.097 | 0.073 | 0.106 | 0.101 | 0.094 | 0.000 | 0.003 | 0.000 | 1.000 | 0.072 | 0.051 | 0.134 | 0.000 | 0.087 | 0.055 | 0.000 | 0.083 | 0.125 | 0.092 | 0.098 | 0.098 | 0.079 | 0.112 | 0.088 | 0.086 | 0.007 | 0.077 | 0.008 | 0.077 | 0.000 | 0.028 | 0.085 | 0.000 | 0.095 | 0.061 |
| Garage_Location | 0.073 | 0.043 | 0.064 | 0.119 | 0.099 | 0.079 | 0.117 | 0.014 | 0.120 | 0.154 | 0.093 | 0.033 | 0.060 | 0.092 | 0.070 | 0.008 | 0.013 | 0.012 | 0.072 | 1.000 | 0.010 | 0.125 | 0.006 | 0.043 | 0.052 | 0.000 | 0.066 | 0.086 | 0.033 | 0.033 | 0.033 | 0.059 | 0.098 | 0.089 | 0.025 | 0.000 | 0.028 | 0.005 | 0.183 | 0.000 | 0.035 | 0.067 | 0.000 | 0.042 | 0.059 |
| Gender | 0.077 | 0.102 | 0.081 | 0.081 | 0.040 | 0.050 | 0.126 | 0.005 | 0.058 | 0.074 | 0.119 | 0.032 | 0.072 | 0.109 | 0.039 | 0.000 | 0.010 | 0.010 | 0.051 | 0.010 | 1.000 | 0.122 | 0.000 | 0.033 | 0.072 | 0.008 | 0.051 | 0.061 | 0.028 | 0.080 | 0.080 | 0.017 | 0.110 | 0.154 | 0.027 | 0.009 | 0.020 | 0.000 | 0.053 | 0.011 | 0.022 | 0.079 | 0.010 | 0.063 | 0.089 |
| Hobbies | 0.138 | 0.152 | 0.131 | 0.143 | 0.137 | 0.142 | 0.130 | 0.009 | 0.144 | 0.149 | 0.135 | 0.115 | 0.152 | 0.141 | 0.147 | 0.033 | 0.000 | 0.009 | 0.134 | 0.125 | 0.122 | 1.000 | 0.000 | 0.141 | 0.138 | 0.000 | 0.130 | 0.145 | 0.169 | 0.133 | 0.133 | 0.109 | 0.121 | 0.126 | 0.149 | 0.000 | 0.114 | 0.006 | 0.138 | 0.007 | 0.050 | 0.114 | 0.000 | 0.140 | 0.126 |
| Injury_Claim | 0.005 | -0.006 | 0.001 | 0.006 | 0.007 | 0.000 | 0.001 | 0.005 | 0.004 | -0.008 | -0.003 | 0.000 | -0.002 | 0.005 | 0.000 | 0.000 | -0.000 | 0.006 | 0.000 | 0.006 | 0.000 | 0.000 | 1.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.008 | 0.000 | 0.008 | 0.008 | 0.000 | 0.001 | 0.004 | 0.000 | 0.144 | 0.006 | 0.601 | 0.011 | 0.148 | 0.002 | -0.007 | -0.006 | 0.000 | 0.000 |
| Insured_Relationship | 0.076 | 0.084 | 0.097 | 0.088 | 0.064 | 0.059 | 0.098 | 0.000 | 0.099 | 0.094 | 0.099 | 0.060 | 0.086 | 0.105 | 0.066 | 0.009 | 0.000 | 0.000 | 0.087 | 0.043 | 0.033 | 0.141 | 0.000 | 1.000 | 0.059 | 0.000 | 0.067 | 0.126 | 0.061 | 0.083 | 0.083 | 0.055 | 0.098 | 0.072 | 0.046 | 0.000 | 0.056 | 0.009 | 0.099 | 0.005 | 0.029 | 0.108 | 0.008 | 0.064 | 0.078 |
| Insured_Zip | -0.004 | -0.023 | 0.013 | -0.030 | 0.066 | 0.071 | -0.001 | -0.003 | -0.029 | 0.034 | 0.024 | 0.067 | 0.015 | 0.038 | 0.042 | 0.000 | 0.004 | 0.002 | 0.055 | 0.052 | 0.072 | 0.138 | 0.001 | 0.059 | 1.000 | 0.000 | 0.070 | 0.138 | 0.089 | 0.034 | 0.034 | 0.055 | 0.029 | 0.040 | 0.072 | 0.003 | 0.072 | -0.002 | 0.001 | -0.008 | 0.034 | 0.023 | 0.011 | 0.051 | 0.056 |
| Low_Mileage_Discount | 0.000 | 0.000 | 0.012 | 0.000 | 0.004 | 0.011 | 0.000 | 0.978 | 0.010 | 0.011 | 0.000 | 0.000 | 0.009 | 0.006 | 0.006 | 0.002 | 0.015 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.006 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.009 | 0.011 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 |
| Num_of_Vehicles_Involved | 0.075 | 0.083 | 0.150 | 0.098 | 0.177 | 0.577 | 0.121 | 0.008 | 0.083 | 0.112 | 0.077 | 0.049 | 0.111 | 0.078 | 0.235 | 0.010 | 0.000 | 0.000 | 0.083 | 0.066 | 0.051 | 0.130 | 0.000 | 0.067 | 0.070 | 0.006 | 1.000 | 0.112 | 0.051 | 0.040 | 0.040 | 0.074 | 0.092 | 0.067 | 0.044 | 0.000 | 0.040 | 0.006 | 0.096 | 0.000 | 0.020 | 0.089 | 0.008 | 0.044 | 0.178 |
| Occupation | 0.105 | 0.121 | 0.103 | 0.119 | 0.114 | 0.117 | 0.111 | 0.000 | 0.103 | 0.108 | 0.125 | 0.150 | 0.107 | 0.111 | 0.110 | 0.004 | 0.000 | 0.008 | 0.125 | 0.086 | 0.061 | 0.145 | 0.008 | 0.126 | 0.138 | 0.004 | 0.112 | 1.000 | 0.117 | 0.125 | 0.125 | 0.144 | 0.128 | 0.120 | 0.089 | 0.007 | 0.079 | 0.004 | 0.116 | 0.000 | 0.034 | 0.098 | 0.007 | 0.116 | 0.105 |
| Police_Report | 0.071 | 0.083 | 0.086 | 0.098 | 0.061 | 0.059 | 0.073 | 0.000 | 0.086 | 0.101 | 0.119 | 0.035 | 0.081 | 0.103 | 0.063 | 0.000 | 0.008 | 0.005 | 0.092 | 0.033 | 0.028 | 0.169 | 0.000 | 0.061 | 0.089 | 0.000 | 0.051 | 0.117 | 1.000 | 0.056 | 0.056 | 0.030 | 0.116 | 0.107 | 0.058 | 0.011 | 0.055 | 0.009 | 0.115 | 0.010 | 0.024 | 0.081 | 0.000 | 0.045 | 0.056 |
| Policy_BI_High | 0.062 | 0.063 | 0.079 | 0.084 | 0.055 | 0.056 | 0.089 | 0.009 | 0.079 | 0.091 | 0.071 | 0.036 | 0.091 | 0.075 | 0.071 | 0.000 | 0.006 | 0.000 | 0.098 | 0.033 | 0.080 | 0.133 | 0.008 | 0.083 | 0.034 | 0.000 | 0.040 | 0.125 | 0.056 | 1.000 | 1.000 | 0.030 | 0.101 | 0.127 | 0.032 | 0.006 | 0.018 | 0.000 | 0.074 | 0.000 | 0.019 | 0.094 | 0.000 | 0.059 | 0.078 |
| Policy_BI_Low | 0.062 | 0.063 | 0.079 | 0.084 | 0.055 | 0.056 | 0.089 | 0.009 | 0.079 | 0.091 | 0.071 | 0.036 | 0.091 | 0.075 | 0.071 | 0.000 | 0.006 | 0.000 | 0.098 | 0.033 | 0.080 | 0.133 | 0.008 | 0.083 | 0.034 | 0.000 | 0.040 | 0.125 | 0.056 | 1.000 | 1.000 | 0.030 | 0.101 | 0.127 | 0.032 | 0.006 | 0.018 | 0.000 | 0.074 | 0.000 | 0.019 | 0.094 | 0.000 | 0.059 | 0.078 |
| Policy_Ded | 0.064 | 0.083 | 0.128 | 0.087 | 0.025 | 0.061 | 0.087 | 0.000 | 0.090 | 0.097 | 0.099 | 0.047 | 0.090 | 0.086 | 0.044 | 0.002 | 0.000 | 0.008 | 0.079 | 0.059 | 0.017 | 0.109 | 0.000 | 0.055 | 0.055 | 0.000 | 0.074 | 0.144 | 0.030 | 0.030 | 0.030 | 1.000 | 0.100 | 0.108 | 0.042 | 0.000 | 0.022 | 0.007 | 0.095 | 0.000 | 0.024 | 0.098 | 0.000 | 0.068 | 0.066 |
| Policy_Num | -0.044 | -0.057 | 0.034 | 0.061 | 0.093 | 0.096 | 0.053 | 0.005 | -0.026 | -0.031 | 0.009 | 0.091 | -0.019 | -0.011 | 0.084 | 0.003 | 0.003 | 0.002 | 0.112 | 0.098 | 0.110 | 0.121 | 0.001 | 0.098 | 0.029 | 0.015 | 0.092 | 0.128 | 0.116 | 0.101 | 0.101 | 0.100 | 1.000 | 0.010 | 0.085 | -0.002 | 0.076 | -0.001 | -0.006 | -0.002 | 0.029 | 0.024 | -0.001 | 0.104 | 0.104 |
| Policy_Premium | 0.053 | 0.043 | -0.000 | 0.007 | 0.076 | 0.094 | 0.029 | -0.004 | 0.010 | -0.030 | 0.019 | 0.069 | -0.008 | 0.030 | 0.088 | 0.003 | 0.001 | -0.002 | 0.088 | 0.089 | 0.154 | 0.126 | 0.004 | 0.072 | 0.040 | 0.000 | 0.067 | 0.120 | 0.107 | 0.127 | 0.127 | 0.108 | 0.010 | 1.000 | 0.088 | 0.005 | 0.111 | 0.006 | -0.003 | 0.003 | 0.035 | -0.006 | 0.010 | 0.102 | 0.097 |
| Policy_State | 0.082 | 0.070 | 0.102 | 0.094 | 0.036 | 0.043 | 0.080 | 0.000 | 0.117 | 0.103 | 0.094 | 0.065 | 0.094 | 0.102 | 0.056 | 0.000 | 0.000 | 0.007 | 0.086 | 0.025 | 0.027 | 0.149 | 0.000 | 0.046 | 0.072 | 0.000 | 0.044 | 0.089 | 0.058 | 0.032 | 0.032 | 0.042 | 0.085 | 0.088 | 1.000 | 0.012 | 0.059 | 0.000 | 0.095 | 0.007 | 0.028 | 0.094 | 0.000 | 0.034 | 0.046 |
| Property_Claim | -0.002 | 0.000 | -0.003 | 0.003 | 0.009 | 0.000 | 0.013 | 0.008 | 0.001 | -0.011 | -0.010 | 0.000 | -0.004 | 0.009 | 0.000 | 0.023 | 0.000 | 0.003 | 0.007 | 0.000 | 0.009 | 0.000 | 0.144 | 0.000 | 0.003 | 0.000 | 0.000 | 0.007 | 0.011 | 0.006 | 0.006 | 0.000 | -0.002 | 0.005 | 0.012 | 1.000 | 0.003 | 0.602 | -0.003 | 0.147 | 0.004 | -0.014 | -0.012 | 0.006 | 0.006 |
| Property_Damage | 0.103 | 0.061 | 0.086 | 0.098 | 0.084 | 0.035 | 0.088 | 0.000 | 0.082 | 0.072 | 0.106 | 0.040 | 0.091 | 0.118 | 0.036 | 0.000 | 0.000 | 0.000 | 0.077 | 0.028 | 0.020 | 0.114 | 0.006 | 0.056 | 0.072 | 0.000 | 0.040 | 0.079 | 0.055 | 0.018 | 0.018 | 0.022 | 0.076 | 0.111 | 0.059 | 0.003 | 1.000 | 0.008 | 0.097 | 0.000 | 0.017 | 0.075 | 0.000 | 0.040 | 0.031 |
| Total_Claim | 0.003 | -0.002 | -0.002 | 0.009 | 0.004 | 0.011 | 0.010 | 0.006 | 0.001 | -0.011 | -0.012 | 0.009 | -0.006 | 0.010 | 0.011 | 0.009 | -0.002 | 0.005 | 0.008 | 0.005 | 0.000 | 0.006 | 0.601 | 0.009 | -0.002 | 0.011 | 0.006 | 0.004 | 0.009 | 0.000 | 0.000 | 0.007 | -0.001 | 0.006 | 0.000 | 0.602 | 0.008 | 1.000 | 0.003 | 0.602 | 0.001 | -0.016 | -0.011 | 0.004 | 0.005 |
| Umbrella_Limit | 0.011 | -0.074 | -0.015 | 0.009 | 0.104 | 0.065 | -0.004 | 0.014 | 0.002 | 0.023 | 0.022 | 0.107 | -0.046 | -0.017 | 0.071 | 0.000 | 0.004 | 0.004 | 0.077 | 0.183 | 0.053 | 0.138 | 0.011 | 0.099 | 0.001 | 0.009 | 0.096 | 0.116 | 0.115 | 0.074 | 0.074 | 0.095 | -0.006 | -0.003 | 0.095 | -0.003 | 0.097 | 0.003 | 1.000 | -0.002 | 0.032 | 0.022 | -0.001 | 0.077 | 0.079 |
| Vehicle_Claim | 0.002 | 0.004 | -0.005 | 0.006 | 0.000 | 0.000 | 0.008 | 0.003 | 0.007 | -0.003 | -0.003 | 0.006 | -0.007 | 0.012 | 0.006 | 0.000 | 0.002 | 0.002 | 0.000 | 0.000 | 0.011 | 0.007 | 0.148 | 0.005 | -0.008 | 0.011 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | -0.002 | 0.003 | 0.007 | 0.147 | 0.000 | 0.602 | -0.002 | 1.000 | 0.000 | -0.004 | -0.006 | 0.000 | 0.008 |
| Vehicle_Color | 0.032 | 0.035 | 0.023 | 0.035 | 0.028 | 0.013 | 0.037 | 0.004 | 0.262 | 0.241 | 0.044 | 0.013 | 0.036 | 0.027 | 0.030 | 0.000 | 0.000 | 0.009 | 0.028 | 0.035 | 0.022 | 0.050 | 0.002 | 0.029 | 0.034 | 0.000 | 0.020 | 0.034 | 0.024 | 0.019 | 0.019 | 0.024 | 0.029 | 0.035 | 0.028 | 0.004 | 0.017 | 0.001 | 0.032 | 0.000 | 1.000 | 0.036 | 0.008 | 0.016 | 0.030 |
| Vehicle_Cost | -0.012 | -0.017 | -0.075 | -0.013 | 0.082 | 0.071 | -0.002 | 0.003 | -0.082 | 0.114 | 0.930 | 0.069 | 0.017 | 0.082 | 0.089 | 0.000 | 0.013 | 0.004 | 0.085 | 0.067 | 0.079 | 0.114 | -0.007 | 0.108 | 0.023 | 0.000 | 0.089 | 0.098 | 0.081 | 0.094 | 0.094 | 0.098 | 0.024 | -0.006 | 0.094 | -0.014 | 0.075 | -0.016 | 0.022 | -0.004 | 0.036 | 1.000 | -0.001 | 0.092 | 0.071 |
| Vehicle_Registration | -0.003 | -0.004 | 0.001 | -0.004 | 0.000 | 0.000 | 0.004 | -0.000 | 0.002 | -0.004 | 0.001 | 0.000 | -0.003 | -0.003 | 0.000 | 0.004 | -0.008 | -0.007 | 0.000 | 0.000 | 0.010 | 0.000 | -0.006 | 0.008 | 0.011 | 0.000 | 0.008 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | -0.001 | 0.010 | 0.000 | -0.012 | 0.000 | -0.011 | -0.001 | -0.006 | 0.008 | -0.001 | 1.000 | 0.005 | 0.000 |
| Witnesses | 0.095 | 0.080 | 0.110 | 0.106 | 0.059 | 0.047 | 0.104 | 0.008 | 0.083 | 0.077 | 0.072 | 0.064 | 0.098 | 0.094 | 0.074 | 0.008 | 0.000 | 0.000 | 0.095 | 0.042 | 0.063 | 0.140 | 0.000 | 0.064 | 0.051 | 0.007 | 0.044 | 0.116 | 0.045 | 0.059 | 0.059 | 0.068 | 0.104 | 0.102 | 0.034 | 0.006 | 0.040 | 0.004 | 0.077 | 0.000 | 0.016 | 0.092 | 0.005 | 1.000 | 0.061 |
| authorities_contacted | 0.089 | 0.078 | 0.199 | 0.080 | 0.314 | 0.447 | 0.091 | 0.000 | 0.094 | 0.091 | 0.100 | 0.055 | 0.080 | 0.097 | 0.444 | 0.016 | 0.010 | 0.000 | 0.061 | 0.059 | 0.089 | 0.126 | 0.000 | 0.078 | 0.056 | 0.000 | 0.178 | 0.105 | 0.056 | 0.078 | 0.078 | 0.066 | 0.104 | 0.097 | 0.046 | 0.006 | 0.031 | 0.005 | 0.079 | 0.008 | 0.030 | 0.071 | 0.000 | 0.061 | 1.000 |
Missing values
Sample
| Claim_ID | Bind_Date1 | Customer_Life_Value1 | Age_Insured | Policy_Num | Policy_State | Policy_Start_Date | Policy_Expiry_Date | Policy_Ded | Policy_Premium | Umbrella_Limit | Insured_Zip | Gender | Education | Occupation | Hobbies | Insured_Relationship | Capital_Gains | Capital_Loss | Garage_Location | Accident_Date | Accident_Type | Collision_Type | Accident_Severity | authorities_contacted | Acccident_State | Acccident_City | Accident_Location | Accident_Hour | Num_of_Vehicles_Involved | Property_Damage | Bodily_Injuries | Witnesses | Police_Report | DL_Expiry_Date | Claims_Date | Auto_Make | Auto_Model | Auto_Year | Vehicle_Color | Vehicle_Cost | Annual_Mileage | DiffIN_Mileage | Low_Mileage_Discount | Commute_Discount | Total_Claim | Injury_Claim | Property_Claim | Vehicle_Claim | Vehicle_Registration | Check_Point | Policy_BI_Low | Policy_BI_High | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | AA00000001 | 2023-01-01 | -1.601757 | -1.198198 | -1.200901 | 1.183101 | 2023-10-13 | 2024-04-13 | -0.221188 | -1.096695 | -0.479633 | -0.400156 | female | high school | adm-clerical | polo | other-relative | 1.354015 | 0.952504 | no | 2024-02-16 | single vehicle collision | rear collision | total loss | ambulance | 0.813228 | -0.986938 | 0.958104 | -0.091377 | -0.825611 | no | -1.226255 | 0.464048 | yes | 2025-08-12 | 2024-02-17 | -0.139003 | -1.021558 | -1.232989 | white | -1.044365 | 0.953796 | -1.437938 | -0.485266 | -0.1413 | -0.664749 | -0.686863 | 0.121189 | -0.769407 | -0.642548 | 0.0 | 1.408211 | 1.462041 |
| 1 | AA00000002 | 2023-01-01 | -1.601757 | -0.869785 | -0.998829 | -1.232993 | 2023-10-21 | 2024-04-21 | -1.039419 | -0.375026 | -0.479633 | 1.442688 | male | associate | protective-serv | movies | husband | 0.453411 | 0.952504 | no | 2024-02-21 | multi-vehicle collision | side collision | major damage | other | -1.506304 | -1.478594 | 0.854123 | 1.347177 | 2.120281 | yes | 1.222032 | -1.329981 | not available | 2026-04-15 | 2024-02-26 | -1.384325 | -1.291833 | 0.521456 | black | 0.081907 | -1.516977 | -0.432403 | 2.060726 | -0.1413 | 0.550586 | 0.534957 | 0.179396 | 0.397323 | -1.166926 | 0.0 | -0.139861 | -0.278805 |
| 2 | AA00000003 | 2022-07-01 | 0.000194 | 1.210163 | -0.313482 | 1.183101 | 2023-11-26 | 2024-05-26 | -1.039419 | -1.493144 | -0.479633 | -0.585494 | female | masters | priv-house-serv | board-games | other-relative | -0.904699 | 0.952504 | no | 2024-02-26 | multi-vehicle collision | rear collision | total loss | police | -0.114585 | -0.003626 | -0.327797 | 0.340189 | 1.138317 | no | -1.226255 | 0.464048 | no | 2026-04-24 | 2024-03-01 | -1.384325 | -1.381924 | 1.574123 | gray | 1.505569 | -0.263331 | -1.526203 | -0.485266 | -0.1413 | -0.265616 | -0.171883 | -0.206824 | -0.156957 | -0.035377 | 0.0 | 1.408211 | 1.462041 |
| 3 | AA00000004 | 2023-01-01 | -1.601757 | -0.212959 | 0.311058 | -1.232993 | 2023-08-08 | 2024-02-08 | -0.221188 | -0.794636 | -0.479633 | -0.415983 | male | phd | tech-support | reading | own-child | -0.904699 | -0.880987 | no | 2024-01-09 | single vehicle collision | rear collision | major damage | ambulance | 0.349322 | -0.986938 | -1.658756 | 0.484045 | -0.825611 | yes | 1.222032 | 1.361062 | not available | 2026-03-17 | 2024-01-13 | 1.106319 | -0.030552 | 1.574123 | gray | 1.538685 | 0.023491 | -1.480628 | -0.485266 | -0.1413 | 0.296378 | 0.168872 | -0.483729 | 0.892690 | 0.570061 | 0.0 | 1.408211 | 1.462041 |
| 4 | AA00000005 | 2022-03-01 | 1.068161 | -1.198198 | 1.175770 | 1.183101 | 2023-11-12 | 2024-05-12 | -0.221188 | -0.084772 | -0.479633 | -0.806685 | male | md | exec-managerial | camping | husband | -0.904699 | -0.190313 | no | 2024-02-17 | multi-vehicle collision | side collision | total loss | other | -0.578491 | -0.495282 | -1.471590 | 1.203321 | 1.138317 | unknown | -1.226255 | -0.432966 | not available | 2025-11-01 | 2024-02-20 | 1.604448 | 0.780271 | 0.521456 | gray | 0.204020 | -1.474860 | -0.635472 | 2.060726 | -0.1413 | 0.902645 | 0.456859 | -0.274921 | 1.606983 | 1.042824 | 0.0 | -0.139861 | -0.278805 |
| 5 | AA00000006 | 2022-08-01 | -0.266798 | -0.760314 | 1.309629 | -1.232993 | 2023-11-06 | 2024-05-06 | -1.039419 | 1.369432 | -0.479633 | -0.377788 | male | masters | prof-specialty | yachting | husband | 1.217123 | -0.083508 | no | 2024-02-06 | single vehicle collision | rear collision | total loss | ambulance | 1.277135 | -0.986938 | 0.095060 | 1.491032 | -0.825611 | unknown | 1.222032 | 1.361062 | yes | 2025-12-16 | 2024-02-10 | 0.110062 | 1.501003 | 1.574123 | black | 1.356879 | -0.792725 | 1.011574 | -0.485266 | -0.1413 | -0.962337 | -0.792787 | -0.375056 | -0.770529 | 1.381440 | 0.0 | 1.408211 | 1.462041 |
| 6 | AA00000007 | 2022-07-01 | 0.000194 | 0.115454 | -0.371414 | -0.024946 | 2023-10-16 | 2024-04-16 | -1.039419 | 0.846559 | -0.479633 | -0.987965 | female | jd | sales | skydiving | own-child | -0.904699 | 0.952504 | no | 2024-02-11 | multi-vehicle collision | rear collision | total loss | police | -1.506304 | 1.471342 | -0.362457 | 1.203321 | 1.138317 | unknown | -1.226255 | -1.329981 | yes | 2026-03-09 | 2024-02-11 | -0.637132 | 0.690180 | -0.882100 | black | -0.860921 | 1.586349 | 1.064072 | -0.485266 | -0.1413 | 0.444601 | 0.046744 | -0.245898 | 1.069497 | -0.016151 | 0.0 | -1.068703 | -0.975144 |
| 7 | AA00000008 | 2022-02-01 | 1.335152 | -0.760314 | 1.475834 | -0.024946 | 2023-10-14 | 2024-04-14 | -0.221188 | -1.086926 | -0.479633 | 1.572554 | female | high school | craft-repair | golf | unmarried | 0.089567 | 0.952504 | no | 2024-01-23 | single vehicle collision | front collision | total loss | other | -1.042398 | -0.986938 | -1.014072 | -0.091377 | -0.825611 | unknown | 1.222032 | 1.361062 | yes | 2025-10-30 | 2024-01-26 | -0.637132 | 0.690180 | 0.521456 | silver | 0.110324 | -0.557083 | 1.415980 | -0.485266 | -0.1413 | -0.708968 | -0.729844 | -0.750445 | 0.033305 | -0.625833 | 0.0 | -0.139861 | -0.278805 |
| 8 | AA00000009 | 2022-11-01 | -1.067774 | -0.760314 | -1.341107 | -1.232993 | 2023-08-26 | 2024-02-26 | -1.039419 | 1.450920 | -0.479633 | -0.622685 | female | md | other-service | yachting | own-child | 0.406580 | 0.952504 | no | 2024-01-08 | single vehicle collision | side collision | total loss | fire | 0.813228 | 1.471342 | -1.298288 | -1.386075 | -0.825611 | unknown | 1.222032 | -0.432966 | yes | 2025-06-11 | 2024-01-11 | -1.135261 | -1.742290 | 1.574123 | black | 1.423741 | -0.926806 | 0.929655 | -0.485266 | -0.1413 | 0.342416 | -0.119915 | 0.438513 | 0.361386 | 0.939681 | 0.0 | 1.408211 | 1.462041 |
| 9 | AA00000010 | 2022-05-01 | 0.534177 | 0.115454 | -0.820671 | -1.232993 | 2023-10-05 | 2024-04-05 | -0.221188 | 0.429351 | -0.479633 | 1.442116 | male | phd | handlers-cleaners | camping | unmarried | 0.511050 | 0.952504 | no | 2024-02-15 | single vehicle collision | rear collision | minor damage | ambulance | -0.578491 | -0.003626 | 0.826394 | 0.052478 | -0.825611 | yes | -1.226255 | 0.464048 | yes | 2025-11-12 | 2024-02-19 | 1.106319 | -0.390918 | 0.521456 | gray | 0.224114 | -1.378364 | -0.368367 | 2.060726 | -0.1413 | -0.798974 | -0.562294 | -0.742656 | -0.311510 | 0.459037 | 0.0 | 1.408211 | 1.462041 |
| Claim_ID | Bind_Date1 | Customer_Life_Value1 | Age_Insured | Policy_Num | Policy_State | Policy_Start_Date | Policy_Expiry_Date | Policy_Ded | Policy_Premium | Umbrella_Limit | Insured_Zip | Gender | Education | Occupation | Hobbies | Insured_Relationship | Capital_Gains | Capital_Loss | Garage_Location | Accident_Date | Accident_Type | Collision_Type | Accident_Severity | authorities_contacted | Acccident_State | Acccident_City | Accident_Location | Accident_Hour | Num_of_Vehicles_Involved | Property_Damage | Bodily_Injuries | Witnesses | Police_Report | DL_Expiry_Date | Claims_Date | Auto_Make | Auto_Model | Auto_Year | Vehicle_Color | Vehicle_Cost | Annual_Mileage | DiffIN_Mileage | Low_Mileage_Discount | Commute_Discount | Total_Claim | Injury_Claim | Property_Claim | Vehicle_Claim | Vehicle_Registration | Check_Point | Policy_BI_Low | Policy_BI_High | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 39990 | AA00039991 | 2022-03-01 | 1.068161 | -0.103488 | 0.058593 | -1.232993 | 2023-09-19 | 2024-03-19 | 1.415273 | 1.156880 | -0.479633 | -0.523956 | female | college | adm-clerical | skydiving | other-relative | -0.904699 | -1.699828 | no | 2024-02-01 | single vehicle collision | front collision | major damage | other | 0.813228 | -0.986938 | 0.011875 | 1.203321 | -0.825611 | yes | 1.222032 | -1.329981 | no | 2025-05-11 | 2024-02-01 | -0.886196 | 1.140637 | -0.180322 | red | -0.499495 | 1.473593 | -1.264868 | -0.485266 | -0.1413 | 0.283506 | -0.511730 | -0.553840 | 1.586139 | -1.463540 | 0.0 | -1.068703 | -0.975144 |
| 39991 | AA00039992 | 2022-01-01 | 1.602144 | 0.443866 | -1.409032 | 1.183101 | 2023-09-27 | 2024-03-27 | -0.221188 | 0.535423 | -0.479633 | 1.505662 | female | associate | sales | base-jumping | not-in-family | -0.904699 | 0.952504 | no | 2024-01-11 | multi-vehicle collision | side collision | minor damage | fire | -1.042398 | 0.979686 | -1.703814 | 1.059466 | 1.138317 | yes | -0.002112 | 1.361062 | not available | 2025-08-16 | 2024-01-14 | 0.110062 | 1.501003 | -0.180322 | black | -0.456850 | 0.807719 | 0.632552 | -0.485266 | -0.1413 | -0.856411 | -0.520782 | -0.774193 | -0.433490 | -0.635273 | 0.0 | 1.408211 | 1.462041 |
| 39992 | AA00039993 | 2022-09-01 | -0.533790 | 0.115454 | -0.041291 | 1.183101 | 2023-09-18 | 2024-03-18 | -1.039419 | -0.070485 | -0.479633 | -0.456185 | female | high school | transport-moving | bungie-jumping | husband | -0.904699 | -0.635335 | no | 2024-01-27 | vehicle theft | unknown | trivial damage | police | 1.277135 | 1.471342 | 1.658243 | -0.954509 | -0.825611 | yes | -0.002112 | -0.432966 | no | 2026-02-17 | 2024-01-28 | 0.857255 | -1.472016 | 0.872345 | gray | 0.616196 | -0.923074 | -1.133335 | -0.485266 | -0.1413 | -1.014466 | -0.785527 | -0.754291 | -0.510804 | 0.287997 | 0.0 | -1.068703 | -0.975144 |
| 39993 | AA00039994 | 2023-01-01 | -1.601757 | -2.073965 | -0.173177 | -0.024946 | 2023-10-12 | 2024-04-12 | -0.221188 | -0.268588 | 1.272771 | 1.560562 | female | high school | craft-repair | golf | other-relative | -0.904699 | -0.994913 | no | 2024-02-01 | single vehicle collision | side collision | minor damage | other | 1.277135 | -0.986938 | -1.350278 | 1.491032 | -0.825611 | no | -0.002112 | 1.361062 | yes | 2026-02-26 | 2024-02-01 | -1.384325 | -1.291833 | 0.170567 | gray | -0.135338 | 1.424812 | -0.094341 | -0.485266 | -0.1413 | 0.229522 | 0.119100 | 0.078748 | 0.261087 | 0.934831 | 0.0 | 1.408211 | 1.462041 |
| 39994 | AA00039995 | 2022-04-01 | 0.801169 | -0.103488 | -1.681412 | -0.024946 | 2023-10-21 | 2024-04-21 | -1.039419 | 0.609503 | -0.479633 | -0.502565 | female | phd | craft-repair | camping | unmarried | -0.904699 | 0.952504 | no | 2024-02-01 | single vehicle collision | rear collision | total loss | police | 0.349322 | -1.478594 | 1.710234 | -0.235232 | -0.825611 | unknown | -1.226255 | -0.432966 | no | 2025-05-29 | 2024-02-01 | 1.604448 | 0.780271 | -0.882100 | gray | -0.907966 | -0.903082 | -0.171645 | -0.485266 | -0.1413 | 0.110620 | 0.829841 | -0.293505 | -0.289747 | -1.201394 | 0.0 | -0.139861 | -0.278805 |
| 39995 | AA00039996 | 2022-04-01 | 0.801169 | 0.224924 | 0.689592 | -1.232993 | 2023-09-22 | 2024-03-22 | -0.221188 | -1.785597 | -0.479633 | -0.573864 | male | high school | sales | cross-fit | unmarried | 1.336003 | 0.952504 | no | 2024-01-03 | multi-vehicle collision | rear collision | total loss | ambulance | 0.349322 | -0.986938 | -0.521895 | 0.771755 | 1.138317 | unknown | -0.002112 | -0.432966 | no | 2025-11-20 | 2024-01-04 | 0.359126 | 0.419905 | 1.223234 | black | 0.889430 | 0.317243 | 1.563090 | -0.485266 | -0.1413 | 0.536545 | 1.145477 | 0.706953 | -0.727466 | -0.027236 | 0.0 | -0.139861 | -0.278805 |
| 39996 | AA00039997 | 2022-03-01 | 1.068161 | -0.431901 | 0.688867 | -1.232993 | 2023-08-11 | 2024-02-11 | -0.221188 | 0.367563 | -0.479633 | -0.458891 | male | masters | farming-fishing | cross-fit | not-in-family | 0.712785 | -2.301497 | no | 2024-01-03 | single vehicle collision | front collision | total loss | ambulance | 1.277135 | -1.478594 | 0.393139 | -0.091377 | -0.825611 | no | -1.226255 | 0.464048 | not available | 2025-06-18 | 2024-01-07 | -1.135261 | 1.591094 | 0.872345 | gray | 3.451410 | 0.739479 | -0.658548 | -0.485266 | -0.1413 | -0.643235 | -0.140049 | -0.582225 | -0.564864 | -0.480254 | 0.0 | 1.408211 | 1.462041 |
| 39997 | AA00039998 | 2022-09-01 | -0.533790 | -0.322430 | -0.169544 | -1.232993 | 2023-09-20 | 2024-03-20 | 1.415273 | 0.253472 | 3.463277 | 1.399097 | female | college | prof-specialty | kayaking | not-in-family | -0.904699 | -1.845795 | no | 2024-01-30 | parked car | unknown | trivial damage | unknown | 1.277135 | -1.478594 | 0.022273 | -0.379088 | -0.825611 | no | -1.226255 | -0.432966 | yes | 2025-08-13 | 2024-01-30 | -0.637132 | 0.690180 | -0.531211 | white | -0.676452 | 0.029355 | -1.172564 | -0.485266 | -0.1413 | -1.056735 | -0.800043 | -0.719342 | -0.614123 | -1.420152 | 0.0 | 1.408211 | 1.462041 |
| 39998 | AA00039999 | 2022-06-01 | 0.267185 | -1.417139 | -1.618683 | -1.232993 | 2023-10-03 | 2024-04-03 | -0.221188 | -0.015821 | -0.479633 | -0.501450 | male | college | exec-managerial | sleeping | not-in-family | -0.904699 | 0.952504 | no | 2024-02-08 | multi-vehicle collision | rear collision | major damage | other | 0.813228 | 1.471342 | 0.271828 | -1.098365 | 0.156353 | yes | 1.222032 | 0.464048 | no | 2025-09-26 | 2024-02-10 | -0.139003 | -1.021558 | 0.170567 | black | -0.242652 | -0.830843 | -1.356018 | -0.485266 | -0.1413 | 0.228515 | -0.718575 | 0.793470 | 0.363886 | -0.894388 | 0.0 | -0.139861 | -0.278805 |
| 39999 | AA00040000 | 2022-01-01 | 1.602144 | -0.431901 | 0.007306 | -0.024946 | 2023-10-12 | 2024-04-12 | 1.415273 | -0.537595 | -0.479633 | -0.461610 | male | md | priv-house-serv | video-games | unmarried | 0.370556 | -0.799103 | no | 2024-01-21 | multi-vehicle collision | front collision | total loss | fire | -1.042398 | -0.986938 | -0.508031 | -1.673786 | 1.138317 | unknown | -0.002112 | 1.361062 | not available | 2026-03-31 | 2024-01-23 | 1.106319 | -0.390918 | 1.574123 | white | 1.434579 | -0.435797 | -0.210297 | -0.485266 | -0.1413 | -1.145077 | -0.792197 | -0.793253 | -0.723476 | 0.882610 | 0.0 | 1.408211 | 1.462041 |